{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Importing PulP solver\n",
    "from pulp import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the demand points\n",
    "plant_locations=['Mina Salman','Larnaca Port','Port of Alexandria','Port of Bandar Abbas','Port of Umm Qasr','Port of Haifa','Port of Aqaba','Port of Shuwaikh','Port of Beirut','Port of Salalah','Port of Gaza','Port of Doha','Port of King Abdul Aziz','Port of Jeddah','Port of Latakia','Port of Mersin','Port of Jebel Ali','Port of Hodeidah']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Supply Points\n",
    "supply_points=['Port of Vienna','Port of Antwerp','Port of Shanghai','Port of Hamburg_Czeck','Port of Marseille','Port of Hamburg_Germany','Port of Hong Kong','Port of Budapest','Port of Jawaharlal Nehru','Port of Gioia Tauro','Port of Nagoya','Port of Busan','Penang Port','Port of Manzanillo','Port of Rotterdam','Port of Gdansk','Port of Vladivostok','Port of Novorossiysk','Port of St. Petersburg','Port of Algeciras','Port of Bangkok','Port of Mersin','Port of Immingham','Port of New York','Port of Los Angeles','Port of Saigon']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Port of Vienna',\n",
       " 'Port of Antwerp',\n",
       " 'Port of Shanghai',\n",
       " 'Port of Hamburg_Czeck',\n",
       " 'Port of Marseille',\n",
       " 'Port of Hamburg_Germany',\n",
       " 'Port of Hong Kong',\n",
       " 'Port of Budapest',\n",
       " 'Port of Jawaharlal Nehru',\n",
       " 'Port of Gioia Tauro',\n",
       " 'Port of Nagoya',\n",
       " 'Port of Busan',\n",
       " 'Penang Port',\n",
       " 'Port of Manzanillo',\n",
       " 'Port of Rotterdam',\n",
       " 'Port of Gdansk',\n",
       " 'Port of Vladivostok',\n",
       " 'Port of Novorossiysk',\n",
       " 'Port of St. Petersburg',\n",
       " 'Port of Algeciras',\n",
       " 'Port of Bangkok',\n",
       " 'Port of Mersin',\n",
       " 'Port of Immingham',\n",
       " 'Port of New York',\n",
       " 'Port of Los Angeles',\n",
       " 'Port of Saigon']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "supply_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the distances\n",
    "distance = dict(zip(supply_points, [dict(zip(plant_locations, [5729.00,2243,2163.00,5419.00,6000.00,2306.00,2677.00,5955.00,2262.00,4476.00,2106.00,5662.00,5783.00,3103.00,2167.00,2142.00,5475.00,3642.00])),\n",
    "dict(zip(plant_locations, [7193.00,3269,3665.00,6882.00,7464.00,3804.00,4141.00,7419.00,3761.00,5939.00,3327.94,7125.00,7247.00,4567.00,3689.00,3664.00,6938.00,5106.00])),\n",
    "dict(zip(plant_locations, [6882.00,7780,8365.00,6557.00,7139.00,8336.00,7912.00,7094.00,8385.00,6270.00,7660.00,6814.00,6922.00,7341.00,8550.00,8546.00,6627.00,6802.00])),\n",
    "dict(zip(plant_locations, [7561.00,3536,4033.00,7250.00,7832.00,4173.00,4509.00,7788.00,4130.00,6307.00,3595.70,7493.00,7615.00,4935.00,4057.00,4032.00,7306.00,5475.00])),\n",
    "dict(zip(plant_locations, [5332.00,1550,1805.00,5024.00,5603.00,1946.00,2282.00,5558.00,1900.00,4081.00,1631.00,5267.00,5388.00,2709.00,1830.00,1806.00,5080.00,3245.00])),\n",
    "dict(zip(plant_locations, [7561.00,3536,4034.00,7250.00,7832.00,4173.00,4509.00,7788.00,4130.00,6307.00,3595.70,7493.00,7615.00,4935.00,4057.00,4032.00,7306.00,5475.00])),\n",
    "dict(zip(plant_locations, [6021.00,7069,7505.00,5697.00,6278.00,7475.00,7051.00,6234.00,7524.00,5410.00,6949.00,5953.00,6061.00,6480.00,7690.00,7685.00,5766.00,5941.00])),\n",
    "dict(zip(plant_locations, [5615.00,2128,2047.00,5304.00,5886.00,2192.00,2563.00,5841.00,2148.00,4362.00,1992.00,5547.00,5669.00,2989.00,2052.00,2028.00,5360.00,3528.00])),\n",
    "dict(zip(plant_locations, [1589.00,3363,3540.00,1265.00,1847.00,3510.00,3086.00,1802.00,3560.00,1143.00,3243.00,1522.00,1630.00,2515.00,3725.00,3720.00,1335.00,1977.00])),\n",
    "dict(zip(plant_locations, [4620.00,1255,1092.00,4310.00,4891.00,1230.00,1568.00,4847.00,1189.00,3367.00,1336.00,4553.00,4674.00,1994.00,1116.00,1091.00,4366.00,2533.00])),\n",
    "dict(zip(plant_locations, [7759.00,8428,9243.00,7435.00,8017.00,9214.00,8790.00,7972.00,9263.00,7148.00,8308.00,7692.00,7800.00,8219.00,9428.00,9424.00,7505.00,7680.00])),\n",
    "dict(zip(plant_locations, [7398.00,8140,8882.00,7074.00,7655.00,8852.00,8428.00,7611.00,8901.00,6786.00,8020.00,7330.00,7438.00,7857.00,9066.00,9062.00,7143.00,7318.00])),\n",
    "dict(zip(plant_locations, [3856.00,5369,5340.00,3532.00,4113.00,5310.00,4886.00,4069.00,5359.00,3245.00,5210.00,3788.00,3896.00,4315.00,5525.00,5520.00,3601.00,3777.00])),\n",
    "dict(zip(plant_locations, [13061.00,8018,9534.00,12745.00,13332.00,9673.00,10011.00,13286.00,9631.00,11791.00,8088.00,12977.00,13099.00,10419.00,9541.00,9516.00,12790.00,10974.00])),\n",
    "dict(zip(plant_locations, [7284.00,3275,3756.00,6973.00,7555.00,3894.00,4231.00,7510.00,3852.00,6030.00,3335.00,7216.00,7338.00,4658.00,3780.00,3755.00,7029.00,5197.00])),\n",
    "dict(zip(plant_locations, [8277.00,4060,4750.00,7967.00,8548.00,4889.00,5224.00,8504.00,4847.00,7025.00,4119.00,8213.00,8334.00,5654.00,4775.00,4751.00,8025.00,6190.00])),\n",
    "dict(zip(plant_locations, [7981.00,8642,9465.00,7657.00,8239.00,9435.00,9011.00,8194.00,9485.00,7370.00,8522.00,7914.00,8022.00,8441.00,9650.00,9645.00,7727.00,7902.00])),\n",
    "dict(zip(plant_locations, [5139.00,1170,1572.00,4829.00,5410.00,1715.00,2087.00,5366.00,1672.00,3886.00,1295.00,5072.00,5193.00,2680.00,1577.00,1552.00,4885.00,3052.00])),\n",
    "dict(zip(plant_locations, [8787.00,4486,5259.00,8476.00,9058.00,5398.00,5735.00,9013.00,5355.00,7533.00,4545.00,8719.00,8841.00,6161.00,5283.00,5258.00,8532.00,6700.00])),\n",
    "dict(zip(plant_locations, [5631.00,1924,2103.00,5321.00,5902.00,2242.00,2579.00,5858.00,2200.00,4378.00,2004.00,5564.00,5685.00,3006.00,2127.00,2102.00,5377.00,3545.00])),\n",
    "dict(zip(plant_locations, [5102.00,6461,6585.00,4778.00,5359.00,6556.00,6132.00,5315.00,6605.00,4490.00,6341.00,5034.00,5142.00,5561.00,6770.00,6766.00,4847.00,5022.00])),\n",
    "dict(zip(plant_locations, [3831.00,138,546.00,3520.00,4102.00,233.00,778.00,4057.00,191.00,2577.00,316.00,3763.00,3885.00,1205.00,89.00,0.00,3576.00,1744.00])),\n",
    "dict(zip(plant_locations, [7334.00,3340,3806.00,7023.00,7605.00,3944.00,4282.00,7560.00,3903.00,6081.00,3399.00,7267.00,7388.00,4708.00,3830.00,3804.00,7080.00,5247.00])),\n",
    "dict(zip(plant_locations, [9168.00,5137,5618.00,8862.00,9417.00,5756.00,6104.00,9392.00,5715.00,7930.00,5196.00,9392.00,9222.00,6521.00,5642.00,5617.00,8918.00,7105.00])),\n",
    "dict(zip(plant_locations, [14552.00,9210,11025.00,11057.00,11524.00,11048.00,11501.00,11504.00,11122.00,11137.00,9280.00,11279.00,11344.00,11927.00,11049.00,11024.00,11116.00,12465.00])),\n",
    "dict(zip(plant_locations, [4964.00,6503,6448.00,4640.00,5221.00,6418.00,5994.00,5177.00,6467.00,4353.00,6368.00,4896.00,5004.00,5423.00,6633.00,6628.00,4709.00,4884.00]))]))\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Vienna': {'Mina Salman': 5729.0,\n",
       "  'Larnaca Port': 2243,\n",
       "  'Port of Alexandria': 2163.0,\n",
       "  'Port of Bandar Abbas': 5419.0,\n",
       "  'Port of Umm Qasr': 6000.0,\n",
       "  'Port of Haifa': 2306.0,\n",
       "  'Port of Aqaba': 2677.0,\n",
       "  'Port of Shuwaikh': 5955.0,\n",
       "  'Port of Beirut': 2262.0,\n",
       "  'Port of Salalah': 4476.0,\n",
       "  'Port of Gaza': 2106.0,\n",
       "  'Port of Doha': 5662.0,\n",
       "  'Port of King Abdul Aziz': 5783.0,\n",
       "  'Port of Jeddah': 3103.0,\n",
       "  'Port of Latakia': 2167.0,\n",
       "  'Port of Mersin': 2142.0,\n",
       "  'Port of Jebel Ali': 5475.0,\n",
       "  'Port of Hodeidah': 3642.0},\n",
       " 'Port of Antwerp': {'Mina Salman': 7193.0,\n",
       "  'Larnaca Port': 3269,\n",
       "  'Port of Alexandria': 3665.0,\n",
       "  'Port of Bandar Abbas': 6882.0,\n",
       "  'Port of Umm Qasr': 7464.0,\n",
       "  'Port of Haifa': 3804.0,\n",
       "  'Port of Aqaba': 4141.0,\n",
       "  'Port of Shuwaikh': 7419.0,\n",
       "  'Port of Beirut': 3761.0,\n",
       "  'Port of Salalah': 5939.0,\n",
       "  'Port of Gaza': 3327.94,\n",
       "  'Port of Doha': 7125.0,\n",
       "  'Port of King Abdul Aziz': 7247.0,\n",
       "  'Port of Jeddah': 4567.0,\n",
       "  'Port of Latakia': 3689.0,\n",
       "  'Port of Mersin': 3664.0,\n",
       "  'Port of Jebel Ali': 6938.0,\n",
       "  'Port of Hodeidah': 5106.0},\n",
       " 'Port of Shanghai': {'Mina Salman': 6882.0,\n",
       "  'Larnaca Port': 7780,\n",
       "  'Port of Alexandria': 8365.0,\n",
       "  'Port of Bandar Abbas': 6557.0,\n",
       "  'Port of Umm Qasr': 7139.0,\n",
       "  'Port of Haifa': 8336.0,\n",
       "  'Port of Aqaba': 7912.0,\n",
       "  'Port of Shuwaikh': 7094.0,\n",
       "  'Port of Beirut': 8385.0,\n",
       "  'Port of Salalah': 6270.0,\n",
       "  'Port of Gaza': 7660.0,\n",
       "  'Port of Doha': 6814.0,\n",
       "  'Port of King Abdul Aziz': 6922.0,\n",
       "  'Port of Jeddah': 7341.0,\n",
       "  'Port of Latakia': 8550.0,\n",
       "  'Port of Mersin': 8546.0,\n",
       "  'Port of Jebel Ali': 6627.0,\n",
       "  'Port of Hodeidah': 6802.0},\n",
       " 'Port of Hamburg_Czeck': {'Mina Salman': 7561.0,\n",
       "  'Larnaca Port': 3536,\n",
       "  'Port of Alexandria': 4033.0,\n",
       "  'Port of Bandar Abbas': 7250.0,\n",
       "  'Port of Umm Qasr': 7832.0,\n",
       "  'Port of Haifa': 4173.0,\n",
       "  'Port of Aqaba': 4509.0,\n",
       "  'Port of Shuwaikh': 7788.0,\n",
       "  'Port of Beirut': 4130.0,\n",
       "  'Port of Salalah': 6307.0,\n",
       "  'Port of Gaza': 3595.7,\n",
       "  'Port of Doha': 7493.0,\n",
       "  'Port of King Abdul Aziz': 7615.0,\n",
       "  'Port of Jeddah': 4935.0,\n",
       "  'Port of Latakia': 4057.0,\n",
       "  'Port of Mersin': 4032.0,\n",
       "  'Port of Jebel Ali': 7306.0,\n",
       "  'Port of Hodeidah': 5475.0},\n",
       " 'Port of Marseille': {'Mina Salman': 5332.0,\n",
       "  'Larnaca Port': 1550,\n",
       "  'Port of Alexandria': 1805.0,\n",
       "  'Port of Bandar Abbas': 5024.0,\n",
       "  'Port of Umm Qasr': 5603.0,\n",
       "  'Port of Haifa': 1946.0,\n",
       "  'Port of Aqaba': 2282.0,\n",
       "  'Port of Shuwaikh': 5558.0,\n",
       "  'Port of Beirut': 1900.0,\n",
       "  'Port of Salalah': 4081.0,\n",
       "  'Port of Gaza': 1631.0,\n",
       "  'Port of Doha': 5267.0,\n",
       "  'Port of King Abdul Aziz': 5388.0,\n",
       "  'Port of Jeddah': 2709.0,\n",
       "  'Port of Latakia': 1830.0,\n",
       "  'Port of Mersin': 1806.0,\n",
       "  'Port of Jebel Ali': 5080.0,\n",
       "  'Port of Hodeidah': 3245.0},\n",
       " 'Port of Hamburg_Germany': {'Mina Salman': 7561.0,\n",
       "  'Larnaca Port': 3536,\n",
       "  'Port of Alexandria': 4034.0,\n",
       "  'Port of Bandar Abbas': 7250.0,\n",
       "  'Port of Umm Qasr': 7832.0,\n",
       "  'Port of Haifa': 4173.0,\n",
       "  'Port of Aqaba': 4509.0,\n",
       "  'Port of Shuwaikh': 7788.0,\n",
       "  'Port of Beirut': 4130.0,\n",
       "  'Port of Salalah': 6307.0,\n",
       "  'Port of Gaza': 3595.7,\n",
       "  'Port of Doha': 7493.0,\n",
       "  'Port of King Abdul Aziz': 7615.0,\n",
       "  'Port of Jeddah': 4935.0,\n",
       "  'Port of Latakia': 4057.0,\n",
       "  'Port of Mersin': 4032.0,\n",
       "  'Port of Jebel Ali': 7306.0,\n",
       "  'Port of Hodeidah': 5475.0},\n",
       " 'Port of Hong Kong': {'Mina Salman': 6021.0,\n",
       "  'Larnaca Port': 7069,\n",
       "  'Port of Alexandria': 7505.0,\n",
       "  'Port of Bandar Abbas': 5697.0,\n",
       "  'Port of Umm Qasr': 6278.0,\n",
       "  'Port of Haifa': 7475.0,\n",
       "  'Port of Aqaba': 7051.0,\n",
       "  'Port of Shuwaikh': 6234.0,\n",
       "  'Port of Beirut': 7524.0,\n",
       "  'Port of Salalah': 5410.0,\n",
       "  'Port of Gaza': 6949.0,\n",
       "  'Port of Doha': 5953.0,\n",
       "  'Port of King Abdul Aziz': 6061.0,\n",
       "  'Port of Jeddah': 6480.0,\n",
       "  'Port of Latakia': 7690.0,\n",
       "  'Port of Mersin': 7685.0,\n",
       "  'Port of Jebel Ali': 5766.0,\n",
       "  'Port of Hodeidah': 5941.0},\n",
       " 'Port of Budapest': {'Mina Salman': 5615.0,\n",
       "  'Larnaca Port': 2128,\n",
       "  'Port of Alexandria': 2047.0,\n",
       "  'Port of Bandar Abbas': 5304.0,\n",
       "  'Port of Umm Qasr': 5886.0,\n",
       "  'Port of Haifa': 2192.0,\n",
       "  'Port of Aqaba': 2563.0,\n",
       "  'Port of Shuwaikh': 5841.0,\n",
       "  'Port of Beirut': 2148.0,\n",
       "  'Port of Salalah': 4362.0,\n",
       "  'Port of Gaza': 1992.0,\n",
       "  'Port of Doha': 5547.0,\n",
       "  'Port of King Abdul Aziz': 5669.0,\n",
       "  'Port of Jeddah': 2989.0,\n",
       "  'Port of Latakia': 2052.0,\n",
       "  'Port of Mersin': 2028.0,\n",
       "  'Port of Jebel Ali': 5360.0,\n",
       "  'Port of Hodeidah': 3528.0},\n",
       " 'Port of Jawaharlal Nehru': {'Mina Salman': 1589.0,\n",
       "  'Larnaca Port': 3363,\n",
       "  'Port of Alexandria': 3540.0,\n",
       "  'Port of Bandar Abbas': 1265.0,\n",
       "  'Port of Umm Qasr': 1847.0,\n",
       "  'Port of Haifa': 3510.0,\n",
       "  'Port of Aqaba': 3086.0,\n",
       "  'Port of Shuwaikh': 1802.0,\n",
       "  'Port of Beirut': 3560.0,\n",
       "  'Port of Salalah': 1143.0,\n",
       "  'Port of Gaza': 3243.0,\n",
       "  'Port of Doha': 1522.0,\n",
       "  'Port of King Abdul Aziz': 1630.0,\n",
       "  'Port of Jeddah': 2515.0,\n",
       "  'Port of Latakia': 3725.0,\n",
       "  'Port of Mersin': 3720.0,\n",
       "  'Port of Jebel Ali': 1335.0,\n",
       "  'Port of Hodeidah': 1977.0},\n",
       " 'Port of Gioia Tauro': {'Mina Salman': 4620.0,\n",
       "  'Larnaca Port': 1255,\n",
       "  'Port of Alexandria': 1092.0,\n",
       "  'Port of Bandar Abbas': 4310.0,\n",
       "  'Port of Umm Qasr': 4891.0,\n",
       "  'Port of Haifa': 1230.0,\n",
       "  'Port of Aqaba': 1568.0,\n",
       "  'Port of Shuwaikh': 4847.0,\n",
       "  'Port of Beirut': 1189.0,\n",
       "  'Port of Salalah': 3367.0,\n",
       "  'Port of Gaza': 1336.0,\n",
       "  'Port of Doha': 4553.0,\n",
       "  'Port of King Abdul Aziz': 4674.0,\n",
       "  'Port of Jeddah': 1994.0,\n",
       "  'Port of Latakia': 1116.0,\n",
       "  'Port of Mersin': 1091.0,\n",
       "  'Port of Jebel Ali': 4366.0,\n",
       "  'Port of Hodeidah': 2533.0},\n",
       " 'Port of Nagoya': {'Mina Salman': 7759.0,\n",
       "  'Larnaca Port': 8428,\n",
       "  'Port of Alexandria': 9243.0,\n",
       "  'Port of Bandar Abbas': 7435.0,\n",
       "  'Port of Umm Qasr': 8017.0,\n",
       "  'Port of Haifa': 9214.0,\n",
       "  'Port of Aqaba': 8790.0,\n",
       "  'Port of Shuwaikh': 7972.0,\n",
       "  'Port of Beirut': 9263.0,\n",
       "  'Port of Salalah': 7148.0,\n",
       "  'Port of Gaza': 8308.0,\n",
       "  'Port of Doha': 7692.0,\n",
       "  'Port of King Abdul Aziz': 7800.0,\n",
       "  'Port of Jeddah': 8219.0,\n",
       "  'Port of Latakia': 9428.0,\n",
       "  'Port of Mersin': 9424.0,\n",
       "  'Port of Jebel Ali': 7505.0,\n",
       "  'Port of Hodeidah': 7680.0},\n",
       " 'Port of Busan': {'Mina Salman': 7398.0,\n",
       "  'Larnaca Port': 8140,\n",
       "  'Port of Alexandria': 8882.0,\n",
       "  'Port of Bandar Abbas': 7074.0,\n",
       "  'Port of Umm Qasr': 7655.0,\n",
       "  'Port of Haifa': 8852.0,\n",
       "  'Port of Aqaba': 8428.0,\n",
       "  'Port of Shuwaikh': 7611.0,\n",
       "  'Port of Beirut': 8901.0,\n",
       "  'Port of Salalah': 6786.0,\n",
       "  'Port of Gaza': 8020.0,\n",
       "  'Port of Doha': 7330.0,\n",
       "  'Port of King Abdul Aziz': 7438.0,\n",
       "  'Port of Jeddah': 7857.0,\n",
       "  'Port of Latakia': 9066.0,\n",
       "  'Port of Mersin': 9062.0,\n",
       "  'Port of Jebel Ali': 7143.0,\n",
       "  'Port of Hodeidah': 7318.0},\n",
       " 'Penang Port': {'Mina Salman': 3856.0,\n",
       "  'Larnaca Port': 5369,\n",
       "  'Port of Alexandria': 5340.0,\n",
       "  'Port of Bandar Abbas': 3532.0,\n",
       "  'Port of Umm Qasr': 4113.0,\n",
       "  'Port of Haifa': 5310.0,\n",
       "  'Port of Aqaba': 4886.0,\n",
       "  'Port of Shuwaikh': 4069.0,\n",
       "  'Port of Beirut': 5359.0,\n",
       "  'Port of Salalah': 3245.0,\n",
       "  'Port of Gaza': 5210.0,\n",
       "  'Port of Doha': 3788.0,\n",
       "  'Port of King Abdul Aziz': 3896.0,\n",
       "  'Port of Jeddah': 4315.0,\n",
       "  'Port of Latakia': 5525.0,\n",
       "  'Port of Mersin': 5520.0,\n",
       "  'Port of Jebel Ali': 3601.0,\n",
       "  'Port of Hodeidah': 3777.0},\n",
       " 'Port of Manzanillo': {'Mina Salman': 13061.0,\n",
       "  'Larnaca Port': 8018,\n",
       "  'Port of Alexandria': 9534.0,\n",
       "  'Port of Bandar Abbas': 12745.0,\n",
       "  'Port of Umm Qasr': 13332.0,\n",
       "  'Port of Haifa': 9673.0,\n",
       "  'Port of Aqaba': 10011.0,\n",
       "  'Port of Shuwaikh': 13286.0,\n",
       "  'Port of Beirut': 9631.0,\n",
       "  'Port of Salalah': 11791.0,\n",
       "  'Port of Gaza': 8088.0,\n",
       "  'Port of Doha': 12977.0,\n",
       "  'Port of King Abdul Aziz': 13099.0,\n",
       "  'Port of Jeddah': 10419.0,\n",
       "  'Port of Latakia': 9541.0,\n",
       "  'Port of Mersin': 9516.0,\n",
       "  'Port of Jebel Ali': 12790.0,\n",
       "  'Port of Hodeidah': 10974.0},\n",
       " 'Port of Rotterdam': {'Mina Salman': 7284.0,\n",
       "  'Larnaca Port': 3275,\n",
       "  'Port of Alexandria': 3756.0,\n",
       "  'Port of Bandar Abbas': 6973.0,\n",
       "  'Port of Umm Qasr': 7555.0,\n",
       "  'Port of Haifa': 3894.0,\n",
       "  'Port of Aqaba': 4231.0,\n",
       "  'Port of Shuwaikh': 7510.0,\n",
       "  'Port of Beirut': 3852.0,\n",
       "  'Port of Salalah': 6030.0,\n",
       "  'Port of Gaza': 3335.0,\n",
       "  'Port of Doha': 7216.0,\n",
       "  'Port of King Abdul Aziz': 7338.0,\n",
       "  'Port of Jeddah': 4658.0,\n",
       "  'Port of Latakia': 3780.0,\n",
       "  'Port of Mersin': 3755.0,\n",
       "  'Port of Jebel Ali': 7029.0,\n",
       "  'Port of Hodeidah': 5197.0},\n",
       " 'Port of Gdansk': {'Mina Salman': 8277.0,\n",
       "  'Larnaca Port': 4060,\n",
       "  'Port of Alexandria': 4750.0,\n",
       "  'Port of Bandar Abbas': 7967.0,\n",
       "  'Port of Umm Qasr': 8548.0,\n",
       "  'Port of Haifa': 4889.0,\n",
       "  'Port of Aqaba': 5224.0,\n",
       "  'Port of Shuwaikh': 8504.0,\n",
       "  'Port of Beirut': 4847.0,\n",
       "  'Port of Salalah': 7025.0,\n",
       "  'Port of Gaza': 4119.0,\n",
       "  'Port of Doha': 8213.0,\n",
       "  'Port of King Abdul Aziz': 8334.0,\n",
       "  'Port of Jeddah': 5654.0,\n",
       "  'Port of Latakia': 4775.0,\n",
       "  'Port of Mersin': 4751.0,\n",
       "  'Port of Jebel Ali': 8025.0,\n",
       "  'Port of Hodeidah': 6190.0},\n",
       " 'Port of Vladivostok': {'Mina Salman': 7981.0,\n",
       "  'Larnaca Port': 8642,\n",
       "  'Port of Alexandria': 9465.0,\n",
       "  'Port of Bandar Abbas': 7657.0,\n",
       "  'Port of Umm Qasr': 8239.0,\n",
       "  'Port of Haifa': 9435.0,\n",
       "  'Port of Aqaba': 9011.0,\n",
       "  'Port of Shuwaikh': 8194.0,\n",
       "  'Port of Beirut': 9485.0,\n",
       "  'Port of Salalah': 7370.0,\n",
       "  'Port of Gaza': 8522.0,\n",
       "  'Port of Doha': 7914.0,\n",
       "  'Port of King Abdul Aziz': 8022.0,\n",
       "  'Port of Jeddah': 8441.0,\n",
       "  'Port of Latakia': 9650.0,\n",
       "  'Port of Mersin': 9645.0,\n",
       "  'Port of Jebel Ali': 7727.0,\n",
       "  'Port of Hodeidah': 7902.0},\n",
       " 'Port of Novorossiysk': {'Mina Salman': 5139.0,\n",
       "  'Larnaca Port': 1170,\n",
       "  'Port of Alexandria': 1572.0,\n",
       "  'Port of Bandar Abbas': 4829.0,\n",
       "  'Port of Umm Qasr': 5410.0,\n",
       "  'Port of Haifa': 1715.0,\n",
       "  'Port of Aqaba': 2087.0,\n",
       "  'Port of Shuwaikh': 5366.0,\n",
       "  'Port of Beirut': 1672.0,\n",
       "  'Port of Salalah': 3886.0,\n",
       "  'Port of Gaza': 1295.0,\n",
       "  'Port of Doha': 5072.0,\n",
       "  'Port of King Abdul Aziz': 5193.0,\n",
       "  'Port of Jeddah': 2680.0,\n",
       "  'Port of Latakia': 1577.0,\n",
       "  'Port of Mersin': 1552.0,\n",
       "  'Port of Jebel Ali': 4885.0,\n",
       "  'Port of Hodeidah': 3052.0},\n",
       " 'Port of St. Petersburg': {'Mina Salman': 8787.0,\n",
       "  'Larnaca Port': 4486,\n",
       "  'Port of Alexandria': 5259.0,\n",
       "  'Port of Bandar Abbas': 8476.0,\n",
       "  'Port of Umm Qasr': 9058.0,\n",
       "  'Port of Haifa': 5398.0,\n",
       "  'Port of Aqaba': 5735.0,\n",
       "  'Port of Shuwaikh': 9013.0,\n",
       "  'Port of Beirut': 5355.0,\n",
       "  'Port of Salalah': 7533.0,\n",
       "  'Port of Gaza': 4545.0,\n",
       "  'Port of Doha': 8719.0,\n",
       "  'Port of King Abdul Aziz': 8841.0,\n",
       "  'Port of Jeddah': 6161.0,\n",
       "  'Port of Latakia': 5283.0,\n",
       "  'Port of Mersin': 5258.0,\n",
       "  'Port of Jebel Ali': 8532.0,\n",
       "  'Port of Hodeidah': 6700.0},\n",
       " 'Port of Algeciras': {'Mina Salman': 5631.0,\n",
       "  'Larnaca Port': 1924,\n",
       "  'Port of Alexandria': 2103.0,\n",
       "  'Port of Bandar Abbas': 5321.0,\n",
       "  'Port of Umm Qasr': 5902.0,\n",
       "  'Port of Haifa': 2242.0,\n",
       "  'Port of Aqaba': 2579.0,\n",
       "  'Port of Shuwaikh': 5858.0,\n",
       "  'Port of Beirut': 2200.0,\n",
       "  'Port of Salalah': 4378.0,\n",
       "  'Port of Gaza': 2004.0,\n",
       "  'Port of Doha': 5564.0,\n",
       "  'Port of King Abdul Aziz': 5685.0,\n",
       "  'Port of Jeddah': 3006.0,\n",
       "  'Port of Latakia': 2127.0,\n",
       "  'Port of Mersin': 2102.0,\n",
       "  'Port of Jebel Ali': 5377.0,\n",
       "  'Port of Hodeidah': 3545.0},\n",
       " 'Port of Bangkok': {'Mina Salman': 5102.0,\n",
       "  'Larnaca Port': 6461,\n",
       "  'Port of Alexandria': 6585.0,\n",
       "  'Port of Bandar Abbas': 4778.0,\n",
       "  'Port of Umm Qasr': 5359.0,\n",
       "  'Port of Haifa': 6556.0,\n",
       "  'Port of Aqaba': 6132.0,\n",
       "  'Port of Shuwaikh': 5315.0,\n",
       "  'Port of Beirut': 6605.0,\n",
       "  'Port of Salalah': 4490.0,\n",
       "  'Port of Gaza': 6341.0,\n",
       "  'Port of Doha': 5034.0,\n",
       "  'Port of King Abdul Aziz': 5142.0,\n",
       "  'Port of Jeddah': 5561.0,\n",
       "  'Port of Latakia': 6770.0,\n",
       "  'Port of Mersin': 6766.0,\n",
       "  'Port of Jebel Ali': 4847.0,\n",
       "  'Port of Hodeidah': 5022.0},\n",
       " 'Port of Mersin': {'Mina Salman': 3831.0,\n",
       "  'Larnaca Port': 138,\n",
       "  'Port of Alexandria': 546.0,\n",
       "  'Port of Bandar Abbas': 3520.0,\n",
       "  'Port of Umm Qasr': 4102.0,\n",
       "  'Port of Haifa': 233.0,\n",
       "  'Port of Aqaba': 778.0,\n",
       "  'Port of Shuwaikh': 4057.0,\n",
       "  'Port of Beirut': 191.0,\n",
       "  'Port of Salalah': 2577.0,\n",
       "  'Port of Gaza': 316.0,\n",
       "  'Port of Doha': 3763.0,\n",
       "  'Port of King Abdul Aziz': 3885.0,\n",
       "  'Port of Jeddah': 1205.0,\n",
       "  'Port of Latakia': 89.0,\n",
       "  'Port of Mersin': 0.0,\n",
       "  'Port of Jebel Ali': 3576.0,\n",
       "  'Port of Hodeidah': 1744.0},\n",
       " 'Port of Immingham': {'Mina Salman': 7334.0,\n",
       "  'Larnaca Port': 3340,\n",
       "  'Port of Alexandria': 3806.0,\n",
       "  'Port of Bandar Abbas': 7023.0,\n",
       "  'Port of Umm Qasr': 7605.0,\n",
       "  'Port of Haifa': 3944.0,\n",
       "  'Port of Aqaba': 4282.0,\n",
       "  'Port of Shuwaikh': 7560.0,\n",
       "  'Port of Beirut': 3903.0,\n",
       "  'Port of Salalah': 6081.0,\n",
       "  'Port of Gaza': 3399.0,\n",
       "  'Port of Doha': 7267.0,\n",
       "  'Port of King Abdul Aziz': 7388.0,\n",
       "  'Port of Jeddah': 4708.0,\n",
       "  'Port of Latakia': 3830.0,\n",
       "  'Port of Mersin': 3804.0,\n",
       "  'Port of Jebel Ali': 7080.0,\n",
       "  'Port of Hodeidah': 5247.0},\n",
       " 'Port of New York': {'Mina Salman': 9168.0,\n",
       "  'Larnaca Port': 5137,\n",
       "  'Port of Alexandria': 5618.0,\n",
       "  'Port of Bandar Abbas': 8862.0,\n",
       "  'Port of Umm Qasr': 9417.0,\n",
       "  'Port of Haifa': 5756.0,\n",
       "  'Port of Aqaba': 6104.0,\n",
       "  'Port of Shuwaikh': 9392.0,\n",
       "  'Port of Beirut': 5715.0,\n",
       "  'Port of Salalah': 7930.0,\n",
       "  'Port of Gaza': 5196.0,\n",
       "  'Port of Doha': 9392.0,\n",
       "  'Port of King Abdul Aziz': 9222.0,\n",
       "  'Port of Jeddah': 6521.0,\n",
       "  'Port of Latakia': 5642.0,\n",
       "  'Port of Mersin': 5617.0,\n",
       "  'Port of Jebel Ali': 8918.0,\n",
       "  'Port of Hodeidah': 7105.0},\n",
       " 'Port of Los Angeles': {'Mina Salman': 14552.0,\n",
       "  'Larnaca Port': 9210,\n",
       "  'Port of Alexandria': 11025.0,\n",
       "  'Port of Bandar Abbas': 11057.0,\n",
       "  'Port of Umm Qasr': 11524.0,\n",
       "  'Port of Haifa': 11048.0,\n",
       "  'Port of Aqaba': 11501.0,\n",
       "  'Port of Shuwaikh': 11504.0,\n",
       "  'Port of Beirut': 11122.0,\n",
       "  'Port of Salalah': 11137.0,\n",
       "  'Port of Gaza': 9280.0,\n",
       "  'Port of Doha': 11279.0,\n",
       "  'Port of King Abdul Aziz': 11344.0,\n",
       "  'Port of Jeddah': 11927.0,\n",
       "  'Port of Latakia': 11049.0,\n",
       "  'Port of Mersin': 11024.0,\n",
       "  'Port of Jebel Ali': 11116.0,\n",
       "  'Port of Hodeidah': 12465.0},\n",
       " 'Port of Saigon': {'Mina Salman': 4964.0,\n",
       "  'Larnaca Port': 6503,\n",
       "  'Port of Alexandria': 6448.0,\n",
       "  'Port of Bandar Abbas': 4640.0,\n",
       "  'Port of Umm Qasr': 5221.0,\n",
       "  'Port of Haifa': 6418.0,\n",
       "  'Port of Aqaba': 5994.0,\n",
       "  'Port of Shuwaikh': 5177.0,\n",
       "  'Port of Beirut': 6467.0,\n",
       "  'Port of Salalah': 4353.0,\n",
       "  'Port of Gaza': 6368.0,\n",
       "  'Port of Doha': 4896.0,\n",
       "  'Port of King Abdul Aziz': 5004.0,\n",
       "  'Port of Jeddah': 5423.0,\n",
       "  'Port of Latakia': 6633.0,\n",
       "  'Port of Mersin': 6628.0,\n",
       "  'Port of Jebel Ali': 4709.0,\n",
       "  'Port of Hodeidah': 4884.0}}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Glass Demand\n",
    "glass_demand=dict(zip(plant_locations, [1587802.214,606351.2887,6598019.401,4527577.419,6496405.598,6572479.601,3225910.427,3990175.337,1495697.794,4505571.243,340738.2572,1663325.629,7655182.066,7655182.066,906806.1535,4004234.195,14820494.3,483276.3919]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Mina Salman': 1587802.214,\n",
       " 'Larnaca Port': 606351.2887,\n",
       " 'Port of Alexandria': 6598019.401,\n",
       " 'Port of Bandar Abbas': 4527577.419,\n",
       " 'Port of Umm Qasr': 6496405.598,\n",
       " 'Port of Haifa': 6572479.601,\n",
       " 'Port of Aqaba': 3225910.427,\n",
       " 'Port of Shuwaikh': 3990175.337,\n",
       " 'Port of Beirut': 1495697.794,\n",
       " 'Port of Salalah': 4505571.243,\n",
       " 'Port of Gaza': 340738.2572,\n",
       " 'Port of Doha': 1663325.629,\n",
       " 'Port of King Abdul Aziz': 7655182.066,\n",
       " 'Port of Jeddah': 7655182.066,\n",
       " 'Port of Latakia': 906806.1535,\n",
       " 'Port of Mersin': 4004234.195,\n",
       " 'Port of Jebel Ali': 14820494.3,\n",
       " 'Port of Hodeidah': 483276.3919}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "glass_demand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Glass Supply\n",
    "glass_supply=dict(zip(supply_points, [897756.3973,3142147.3790,16877820.2100,2513717.9040,4039903.7740,9785544.6960,3788531.9830,1346634.5910,1256858.9520,3411474.2980,4039903.7740,1975064.0670,1526185.8700,1975064.0670,1705737.1490,3052371.7400,498472.9915,243131.0679,245927.9741,1615961.5090,1077307.6730,1256858.9520,1795512.7880,4708260.2780,3281771.6290,1077307.6730])) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Vienna': 897756.3973,\n",
       " 'Port of Antwerp': 3142147.379,\n",
       " 'Port of Shanghai': 16877820.21,\n",
       " 'Port of Hamburg_Czeck': 2513717.904,\n",
       " 'Port of Marseille': 4039903.774,\n",
       " 'Port of Hamburg_Germany': 9785544.696,\n",
       " 'Port of Hong Kong': 3788531.983,\n",
       " 'Port of Budapest': 1346634.591,\n",
       " 'Port of Jawaharlal Nehru': 1256858.952,\n",
       " 'Port of Gioia Tauro': 3411474.298,\n",
       " 'Port of Nagoya': 4039903.774,\n",
       " 'Port of Busan': 1975064.067,\n",
       " 'Penang Port': 1526185.87,\n",
       " 'Port of Manzanillo': 1975064.067,\n",
       " 'Port of Rotterdam': 1705737.149,\n",
       " 'Port of Gdansk': 3052371.74,\n",
       " 'Port of Vladivostok': 498472.9915,\n",
       " 'Port of Novorossiysk': 243131.0679,\n",
       " 'Port of St. Petersburg': 245927.9741,\n",
       " 'Port of Algeciras': 1615961.509,\n",
       " 'Port of Bangkok': 1077307.673,\n",
       " 'Port of Mersin': 1256858.952,\n",
       " 'Port of Immingham': 1795512.788,\n",
       " 'Port of New York': 4708260.278,\n",
       " 'Port of Los Angeles': 3281771.629,\n",
       " 'Port of Saigon': 1077307.673}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "glass_supply"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set Problem Variables\n",
    "prob = LpProblem(\"Transportation\", LpMinimize)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "None\n",
       "VARIABLES"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set Problem Variables\n",
    "routes = [(i,j) for i in supply_points for j in plant_locations]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('Port of Vienna', 'Mina Salman'),\n",
       " ('Port of Vienna', 'Larnaca Port'),\n",
       " ('Port of Vienna', 'Port of Alexandria'),\n",
       " ('Port of Vienna', 'Port of Bandar Abbas'),\n",
       " ('Port of Vienna', 'Port of Umm Qasr'),\n",
       " ('Port of Vienna', 'Port of Haifa'),\n",
       " ('Port of Vienna', 'Port of Aqaba'),\n",
       " ('Port of Vienna', 'Port of Shuwaikh'),\n",
       " ('Port of Vienna', 'Port of Beirut'),\n",
       " ('Port of Vienna', 'Port of Salalah'),\n",
       " ('Port of Vienna', 'Port of Gaza'),\n",
       " ('Port of Vienna', 'Port of Doha'),\n",
       " ('Port of Vienna', 'Port of King Abdul Aziz'),\n",
       " ('Port of Vienna', 'Port of Jeddah'),\n",
       " ('Port of Vienna', 'Port of Latakia'),\n",
       " ('Port of Vienna', 'Port of Mersin'),\n",
       " ('Port of Vienna', 'Port of Jebel Ali'),\n",
       " ('Port of Vienna', 'Port of Hodeidah'),\n",
       " ('Port of Antwerp', 'Mina Salman'),\n",
       " ('Port of Antwerp', 'Larnaca Port'),\n",
       " ('Port of Antwerp', 'Port of Alexandria'),\n",
       " ('Port of Antwerp', 'Port of Bandar Abbas'),\n",
       " ('Port of Antwerp', 'Port of Umm Qasr'),\n",
       " ('Port of Antwerp', 'Port of Haifa'),\n",
       " ('Port of Antwerp', 'Port of Aqaba'),\n",
       " ('Port of Antwerp', 'Port of Shuwaikh'),\n",
       " ('Port of Antwerp', 'Port of Beirut'),\n",
       " ('Port of Antwerp', 'Port of Salalah'),\n",
       " ('Port of Antwerp', 'Port of Gaza'),\n",
       " ('Port of Antwerp', 'Port of Doha'),\n",
       " ('Port of Antwerp', 'Port of King Abdul Aziz'),\n",
       " ('Port of Antwerp', 'Port of Jeddah'),\n",
       " ('Port of Antwerp', 'Port of Latakia'),\n",
       " ('Port of Antwerp', 'Port of Mersin'),\n",
       " ('Port of Antwerp', 'Port of Jebel Ali'),\n",
       " ('Port of Antwerp', 'Port of Hodeidah'),\n",
       " ('Port of Shanghai', 'Mina Salman'),\n",
       " ('Port of Shanghai', 'Larnaca Port'),\n",
       " ('Port of Shanghai', 'Port of Alexandria'),\n",
       " ('Port of Shanghai', 'Port of Bandar Abbas'),\n",
       " ('Port of Shanghai', 'Port of Umm Qasr'),\n",
       " ('Port of Shanghai', 'Port of Haifa'),\n",
       " ('Port of Shanghai', 'Port of Aqaba'),\n",
       " ('Port of Shanghai', 'Port of Shuwaikh'),\n",
       " ('Port of Shanghai', 'Port of Beirut'),\n",
       " ('Port of Shanghai', 'Port of Salalah'),\n",
       " ('Port of Shanghai', 'Port of Gaza'),\n",
       " ('Port of Shanghai', 'Port of Doha'),\n",
       " ('Port of Shanghai', 'Port of King Abdul Aziz'),\n",
       " ('Port of Shanghai', 'Port of Jeddah'),\n",
       " ('Port of Shanghai', 'Port of Latakia'),\n",
       " ('Port of Shanghai', 'Port of Mersin'),\n",
       " ('Port of Shanghai', 'Port of Jebel Ali'),\n",
       " ('Port of Shanghai', 'Port of Hodeidah'),\n",
       " ('Port of Hamburg_Czeck', 'Mina Salman'),\n",
       " ('Port of Hamburg_Czeck', 'Larnaca Port'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Alexandria'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Bandar Abbas'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Umm Qasr'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Haifa'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Aqaba'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Shuwaikh'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Beirut'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Salalah'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Gaza'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Doha'),\n",
       " ('Port of Hamburg_Czeck', 'Port of King Abdul Aziz'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Jeddah'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Latakia'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Mersin'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Jebel Ali'),\n",
       " ('Port of Hamburg_Czeck', 'Port of Hodeidah'),\n",
       " ('Port of Marseille', 'Mina Salman'),\n",
       " ('Port of Marseille', 'Larnaca Port'),\n",
       " ('Port of Marseille', 'Port of Alexandria'),\n",
       " ('Port of Marseille', 'Port of Bandar Abbas'),\n",
       " ('Port of Marseille', 'Port of Umm Qasr'),\n",
       " ('Port of Marseille', 'Port of Haifa'),\n",
       " ('Port of Marseille', 'Port of Aqaba'),\n",
       " ('Port of Marseille', 'Port of Shuwaikh'),\n",
       " ('Port of Marseille', 'Port of Beirut'),\n",
       " ('Port of Marseille', 'Port of Salalah'),\n",
       " ('Port of Marseille', 'Port of Gaza'),\n",
       " ('Port of Marseille', 'Port of Doha'),\n",
       " ('Port of Marseille', 'Port of King Abdul Aziz'),\n",
       " ('Port of Marseille', 'Port of Jeddah'),\n",
       " ('Port of Marseille', 'Port of Latakia'),\n",
       " ('Port of Marseille', 'Port of Mersin'),\n",
       " ('Port of Marseille', 'Port of Jebel Ali'),\n",
       " ('Port of Marseille', 'Port of Hodeidah'),\n",
       " ('Port of Hamburg_Germany', 'Mina Salman'),\n",
       " ('Port of Hamburg_Germany', 'Larnaca Port'),\n",
       " ('Port of Hamburg_Germany', 'Port of Alexandria'),\n",
       " ('Port of Hamburg_Germany', 'Port of Bandar Abbas'),\n",
       " ('Port of Hamburg_Germany', 'Port of Umm Qasr'),\n",
       " ('Port of Hamburg_Germany', 'Port of Haifa'),\n",
       " ('Port of Hamburg_Germany', 'Port of Aqaba'),\n",
       " ('Port of Hamburg_Germany', 'Port of Shuwaikh'),\n",
       " ('Port of Hamburg_Germany', 'Port of Beirut'),\n",
       " ('Port of Hamburg_Germany', 'Port of Salalah'),\n",
       " ('Port of Hamburg_Germany', 'Port of Gaza'),\n",
       " ('Port of Hamburg_Germany', 'Port of Doha'),\n",
       " ('Port of Hamburg_Germany', 'Port of King Abdul Aziz'),\n",
       " ('Port of Hamburg_Germany', 'Port of Jeddah'),\n",
       " ('Port of Hamburg_Germany', 'Port of Latakia'),\n",
       " ('Port of Hamburg_Germany', 'Port of Mersin'),\n",
       " ('Port of Hamburg_Germany', 'Port of Jebel Ali'),\n",
       " ('Port of Hamburg_Germany', 'Port of Hodeidah'),\n",
       " ('Port of Hong Kong', 'Mina Salman'),\n",
       " ('Port of Hong Kong', 'Larnaca Port'),\n",
       " ('Port of Hong Kong', 'Port of Alexandria'),\n",
       " ('Port of Hong Kong', 'Port of Bandar Abbas'),\n",
       " ('Port of Hong Kong', 'Port of Umm Qasr'),\n",
       " ('Port of Hong Kong', 'Port of Haifa'),\n",
       " ('Port of Hong Kong', 'Port of Aqaba'),\n",
       " ('Port of Hong Kong', 'Port of Shuwaikh'),\n",
       " ('Port of Hong Kong', 'Port of Beirut'),\n",
       " ('Port of Hong Kong', 'Port of Salalah'),\n",
       " ('Port of Hong Kong', 'Port of Gaza'),\n",
       " ('Port of Hong Kong', 'Port of Doha'),\n",
       " ('Port of Hong Kong', 'Port of King Abdul Aziz'),\n",
       " ('Port of Hong Kong', 'Port of Jeddah'),\n",
       " ('Port of Hong Kong', 'Port of Latakia'),\n",
       " ('Port of Hong Kong', 'Port of Mersin'),\n",
       " ('Port of Hong Kong', 'Port of Jebel Ali'),\n",
       " ('Port of Hong Kong', 'Port of Hodeidah'),\n",
       " ('Port of Budapest', 'Mina Salman'),\n",
       " ('Port of Budapest', 'Larnaca Port'),\n",
       " ('Port of Budapest', 'Port of Alexandria'),\n",
       " ('Port of Budapest', 'Port of Bandar Abbas'),\n",
       " ('Port of Budapest', 'Port of Umm Qasr'),\n",
       " ('Port of Budapest', 'Port of Haifa'),\n",
       " ('Port of Budapest', 'Port of Aqaba'),\n",
       " ('Port of Budapest', 'Port of Shuwaikh'),\n",
       " ('Port of Budapest', 'Port of Beirut'),\n",
       " ('Port of Budapest', 'Port of Salalah'),\n",
       " ('Port of Budapest', 'Port of Gaza'),\n",
       " ('Port of Budapest', 'Port of Doha'),\n",
       " ('Port of Budapest', 'Port of King Abdul Aziz'),\n",
       " ('Port of Budapest', 'Port of Jeddah'),\n",
       " ('Port of Budapest', 'Port of Latakia'),\n",
       " ('Port of Budapest', 'Port of Mersin'),\n",
       " ('Port of Budapest', 'Port of Jebel Ali'),\n",
       " ('Port of Budapest', 'Port of Hodeidah'),\n",
       " ('Port of Jawaharlal Nehru', 'Mina Salman'),\n",
       " ('Port of Jawaharlal Nehru', 'Larnaca Port'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Alexandria'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Bandar Abbas'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Umm Qasr'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Haifa'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Aqaba'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Shuwaikh'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Beirut'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Salalah'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Gaza'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Doha'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of King Abdul Aziz'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Jeddah'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Latakia'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Mersin'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Jebel Ali'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Hodeidah'),\n",
       " ('Port of Gioia Tauro', 'Mina Salman'),\n",
       " ('Port of Gioia Tauro', 'Larnaca Port'),\n",
       " ('Port of Gioia Tauro', 'Port of Alexandria'),\n",
       " ('Port of Gioia Tauro', 'Port of Bandar Abbas'),\n",
       " ('Port of Gioia Tauro', 'Port of Umm Qasr'),\n",
       " ('Port of Gioia Tauro', 'Port of Haifa'),\n",
       " ('Port of Gioia Tauro', 'Port of Aqaba'),\n",
       " ('Port of Gioia Tauro', 'Port of Shuwaikh'),\n",
       " ('Port of Gioia Tauro', 'Port of Beirut'),\n",
       " ('Port of Gioia Tauro', 'Port of Salalah'),\n",
       " ('Port of Gioia Tauro', 'Port of Gaza'),\n",
       " ('Port of Gioia Tauro', 'Port of Doha'),\n",
       " ('Port of Gioia Tauro', 'Port of King Abdul Aziz'),\n",
       " ('Port of Gioia Tauro', 'Port of Jeddah'),\n",
       " ('Port of Gioia Tauro', 'Port of Latakia'),\n",
       " ('Port of Gioia Tauro', 'Port of Mersin'),\n",
       " ('Port of Gioia Tauro', 'Port of Jebel Ali'),\n",
       " ('Port of Gioia Tauro', 'Port of Hodeidah'),\n",
       " ('Port of Nagoya', 'Mina Salman'),\n",
       " ('Port of Nagoya', 'Larnaca Port'),\n",
       " ('Port of Nagoya', 'Port of Alexandria'),\n",
       " ('Port of Nagoya', 'Port of Bandar Abbas'),\n",
       " ('Port of Nagoya', 'Port of Umm Qasr'),\n",
       " ('Port of Nagoya', 'Port of Haifa'),\n",
       " ('Port of Nagoya', 'Port of Aqaba'),\n",
       " ('Port of Nagoya', 'Port of Shuwaikh'),\n",
       " ('Port of Nagoya', 'Port of Beirut'),\n",
       " ('Port of Nagoya', 'Port of Salalah'),\n",
       " ('Port of Nagoya', 'Port of Gaza'),\n",
       " ('Port of Nagoya', 'Port of Doha'),\n",
       " ('Port of Nagoya', 'Port of King Abdul Aziz'),\n",
       " ('Port of Nagoya', 'Port of Jeddah'),\n",
       " ('Port of Nagoya', 'Port of Latakia'),\n",
       " ('Port of Nagoya', 'Port of Mersin'),\n",
       " ('Port of Nagoya', 'Port of Jebel Ali'),\n",
       " ('Port of Nagoya', 'Port of Hodeidah'),\n",
       " ('Port of Busan', 'Mina Salman'),\n",
       " ('Port of Busan', 'Larnaca Port'),\n",
       " ('Port of Busan', 'Port of Alexandria'),\n",
       " ('Port of Busan', 'Port of Bandar Abbas'),\n",
       " ('Port of Busan', 'Port of Umm Qasr'),\n",
       " ('Port of Busan', 'Port of Haifa'),\n",
       " ('Port of Busan', 'Port of Aqaba'),\n",
       " ('Port of Busan', 'Port of Shuwaikh'),\n",
       " ('Port of Busan', 'Port of Beirut'),\n",
       " ('Port of Busan', 'Port of Salalah'),\n",
       " ('Port of Busan', 'Port of Gaza'),\n",
       " ('Port of Busan', 'Port of Doha'),\n",
       " ('Port of Busan', 'Port of King Abdul Aziz'),\n",
       " ('Port of Busan', 'Port of Jeddah'),\n",
       " ('Port of Busan', 'Port of Latakia'),\n",
       " ('Port of Busan', 'Port of Mersin'),\n",
       " ('Port of Busan', 'Port of Jebel Ali'),\n",
       " ('Port of Busan', 'Port of Hodeidah'),\n",
       " ('Penang Port', 'Mina Salman'),\n",
       " ('Penang Port', 'Larnaca Port'),\n",
       " ('Penang Port', 'Port of Alexandria'),\n",
       " ('Penang Port', 'Port of Bandar Abbas'),\n",
       " ('Penang Port', 'Port of Umm Qasr'),\n",
       " ('Penang Port', 'Port of Haifa'),\n",
       " ('Penang Port', 'Port of Aqaba'),\n",
       " ('Penang Port', 'Port of Shuwaikh'),\n",
       " ('Penang Port', 'Port of Beirut'),\n",
       " ('Penang Port', 'Port of Salalah'),\n",
       " ('Penang Port', 'Port of Gaza'),\n",
       " ('Penang Port', 'Port of Doha'),\n",
       " ('Penang Port', 'Port of King Abdul Aziz'),\n",
       " ('Penang Port', 'Port of Jeddah'),\n",
       " ('Penang Port', 'Port of Latakia'),\n",
       " ('Penang Port', 'Port of Mersin'),\n",
       " ('Penang Port', 'Port of Jebel Ali'),\n",
       " ('Penang Port', 'Port of Hodeidah'),\n",
       " ('Port of Manzanillo', 'Mina Salman'),\n",
       " ('Port of Manzanillo', 'Larnaca Port'),\n",
       " ('Port of Manzanillo', 'Port of Alexandria'),\n",
       " ('Port of Manzanillo', 'Port of Bandar Abbas'),\n",
       " ('Port of Manzanillo', 'Port of Umm Qasr'),\n",
       " ('Port of Manzanillo', 'Port of Haifa'),\n",
       " ('Port of Manzanillo', 'Port of Aqaba'),\n",
       " ('Port of Manzanillo', 'Port of Shuwaikh'),\n",
       " ('Port of Manzanillo', 'Port of Beirut'),\n",
       " ('Port of Manzanillo', 'Port of Salalah'),\n",
       " ('Port of Manzanillo', 'Port of Gaza'),\n",
       " ('Port of Manzanillo', 'Port of Doha'),\n",
       " ('Port of Manzanillo', 'Port of King Abdul Aziz'),\n",
       " ('Port of Manzanillo', 'Port of Jeddah'),\n",
       " ('Port of Manzanillo', 'Port of Latakia'),\n",
       " ('Port of Manzanillo', 'Port of Mersin'),\n",
       " ('Port of Manzanillo', 'Port of Jebel Ali'),\n",
       " ('Port of Manzanillo', 'Port of Hodeidah'),\n",
       " ('Port of Rotterdam', 'Mina Salman'),\n",
       " ('Port of Rotterdam', 'Larnaca Port'),\n",
       " ('Port of Rotterdam', 'Port of Alexandria'),\n",
       " ('Port of Rotterdam', 'Port of Bandar Abbas'),\n",
       " ('Port of Rotterdam', 'Port of Umm Qasr'),\n",
       " ('Port of Rotterdam', 'Port of Haifa'),\n",
       " ('Port of Rotterdam', 'Port of Aqaba'),\n",
       " ('Port of Rotterdam', 'Port of Shuwaikh'),\n",
       " ('Port of Rotterdam', 'Port of Beirut'),\n",
       " ('Port of Rotterdam', 'Port of Salalah'),\n",
       " ('Port of Rotterdam', 'Port of Gaza'),\n",
       " ('Port of Rotterdam', 'Port of Doha'),\n",
       " ('Port of Rotterdam', 'Port of King Abdul Aziz'),\n",
       " ('Port of Rotterdam', 'Port of Jeddah'),\n",
       " ('Port of Rotterdam', 'Port of Latakia'),\n",
       " ('Port of Rotterdam', 'Port of Mersin'),\n",
       " ('Port of Rotterdam', 'Port of Jebel Ali'),\n",
       " ('Port of Rotterdam', 'Port of Hodeidah'),\n",
       " ('Port of Gdansk', 'Mina Salman'),\n",
       " ('Port of Gdansk', 'Larnaca Port'),\n",
       " ('Port of Gdansk', 'Port of Alexandria'),\n",
       " ('Port of Gdansk', 'Port of Bandar Abbas'),\n",
       " ('Port of Gdansk', 'Port of Umm Qasr'),\n",
       " ('Port of Gdansk', 'Port of Haifa'),\n",
       " ('Port of Gdansk', 'Port of Aqaba'),\n",
       " ('Port of Gdansk', 'Port of Shuwaikh'),\n",
       " ('Port of Gdansk', 'Port of Beirut'),\n",
       " ('Port of Gdansk', 'Port of Salalah'),\n",
       " ('Port of Gdansk', 'Port of Gaza'),\n",
       " ('Port of Gdansk', 'Port of Doha'),\n",
       " ('Port of Gdansk', 'Port of King Abdul Aziz'),\n",
       " ('Port of Gdansk', 'Port of Jeddah'),\n",
       " ('Port of Gdansk', 'Port of Latakia'),\n",
       " ('Port of Gdansk', 'Port of Mersin'),\n",
       " ('Port of Gdansk', 'Port of Jebel Ali'),\n",
       " ('Port of Gdansk', 'Port of Hodeidah'),\n",
       " ('Port of Vladivostok', 'Mina Salman'),\n",
       " ('Port of Vladivostok', 'Larnaca Port'),\n",
       " ('Port of Vladivostok', 'Port of Alexandria'),\n",
       " ('Port of Vladivostok', 'Port of Bandar Abbas'),\n",
       " ('Port of Vladivostok', 'Port of Umm Qasr'),\n",
       " ('Port of Vladivostok', 'Port of Haifa'),\n",
       " ('Port of Vladivostok', 'Port of Aqaba'),\n",
       " ('Port of Vladivostok', 'Port of Shuwaikh'),\n",
       " ('Port of Vladivostok', 'Port of Beirut'),\n",
       " ('Port of Vladivostok', 'Port of Salalah'),\n",
       " ('Port of Vladivostok', 'Port of Gaza'),\n",
       " ('Port of Vladivostok', 'Port of Doha'),\n",
       " ('Port of Vladivostok', 'Port of King Abdul Aziz'),\n",
       " ('Port of Vladivostok', 'Port of Jeddah'),\n",
       " ('Port of Vladivostok', 'Port of Latakia'),\n",
       " ('Port of Vladivostok', 'Port of Mersin'),\n",
       " ('Port of Vladivostok', 'Port of Jebel Ali'),\n",
       " ('Port of Vladivostok', 'Port of Hodeidah'),\n",
       " ('Port of Novorossiysk', 'Mina Salman'),\n",
       " ('Port of Novorossiysk', 'Larnaca Port'),\n",
       " ('Port of Novorossiysk', 'Port of Alexandria'),\n",
       " ('Port of Novorossiysk', 'Port of Bandar Abbas'),\n",
       " ('Port of Novorossiysk', 'Port of Umm Qasr'),\n",
       " ('Port of Novorossiysk', 'Port of Haifa'),\n",
       " ('Port of Novorossiysk', 'Port of Aqaba'),\n",
       " ('Port of Novorossiysk', 'Port of Shuwaikh'),\n",
       " ('Port of Novorossiysk', 'Port of Beirut'),\n",
       " ('Port of Novorossiysk', 'Port of Salalah'),\n",
       " ('Port of Novorossiysk', 'Port of Gaza'),\n",
       " ('Port of Novorossiysk', 'Port of Doha'),\n",
       " ('Port of Novorossiysk', 'Port of King Abdul Aziz'),\n",
       " ('Port of Novorossiysk', 'Port of Jeddah'),\n",
       " ('Port of Novorossiysk', 'Port of Latakia'),\n",
       " ('Port of Novorossiysk', 'Port of Mersin'),\n",
       " ('Port of Novorossiysk', 'Port of Jebel Ali'),\n",
       " ('Port of Novorossiysk', 'Port of Hodeidah'),\n",
       " ('Port of St. Petersburg', 'Mina Salman'),\n",
       " ('Port of St. Petersburg', 'Larnaca Port'),\n",
       " ('Port of St. Petersburg', 'Port of Alexandria'),\n",
       " ('Port of St. Petersburg', 'Port of Bandar Abbas'),\n",
       " ('Port of St. Petersburg', 'Port of Umm Qasr'),\n",
       " ('Port of St. Petersburg', 'Port of Haifa'),\n",
       " ('Port of St. Petersburg', 'Port of Aqaba'),\n",
       " ('Port of St. Petersburg', 'Port of Shuwaikh'),\n",
       " ('Port of St. Petersburg', 'Port of Beirut'),\n",
       " ('Port of St. Petersburg', 'Port of Salalah'),\n",
       " ('Port of St. Petersburg', 'Port of Gaza'),\n",
       " ('Port of St. Petersburg', 'Port of Doha'),\n",
       " ('Port of St. Petersburg', 'Port of King Abdul Aziz'),\n",
       " ('Port of St. Petersburg', 'Port of Jeddah'),\n",
       " ('Port of St. Petersburg', 'Port of Latakia'),\n",
       " ('Port of St. Petersburg', 'Port of Mersin'),\n",
       " ('Port of St. Petersburg', 'Port of Jebel Ali'),\n",
       " ('Port of St. Petersburg', 'Port of Hodeidah'),\n",
       " ('Port of Algeciras', 'Mina Salman'),\n",
       " ('Port of Algeciras', 'Larnaca Port'),\n",
       " ('Port of Algeciras', 'Port of Alexandria'),\n",
       " ('Port of Algeciras', 'Port of Bandar Abbas'),\n",
       " ('Port of Algeciras', 'Port of Umm Qasr'),\n",
       " ('Port of Algeciras', 'Port of Haifa'),\n",
       " ('Port of Algeciras', 'Port of Aqaba'),\n",
       " ('Port of Algeciras', 'Port of Shuwaikh'),\n",
       " ('Port of Algeciras', 'Port of Beirut'),\n",
       " ('Port of Algeciras', 'Port of Salalah'),\n",
       " ('Port of Algeciras', 'Port of Gaza'),\n",
       " ('Port of Algeciras', 'Port of Doha'),\n",
       " ('Port of Algeciras', 'Port of King Abdul Aziz'),\n",
       " ('Port of Algeciras', 'Port of Jeddah'),\n",
       " ('Port of Algeciras', 'Port of Latakia'),\n",
       " ('Port of Algeciras', 'Port of Mersin'),\n",
       " ('Port of Algeciras', 'Port of Jebel Ali'),\n",
       " ('Port of Algeciras', 'Port of Hodeidah'),\n",
       " ('Port of Bangkok', 'Mina Salman'),\n",
       " ('Port of Bangkok', 'Larnaca Port'),\n",
       " ('Port of Bangkok', 'Port of Alexandria'),\n",
       " ('Port of Bangkok', 'Port of Bandar Abbas'),\n",
       " ('Port of Bangkok', 'Port of Umm Qasr'),\n",
       " ('Port of Bangkok', 'Port of Haifa'),\n",
       " ('Port of Bangkok', 'Port of Aqaba'),\n",
       " ('Port of Bangkok', 'Port of Shuwaikh'),\n",
       " ('Port of Bangkok', 'Port of Beirut'),\n",
       " ('Port of Bangkok', 'Port of Salalah'),\n",
       " ('Port of Bangkok', 'Port of Gaza'),\n",
       " ('Port of Bangkok', 'Port of Doha'),\n",
       " ('Port of Bangkok', 'Port of King Abdul Aziz'),\n",
       " ('Port of Bangkok', 'Port of Jeddah'),\n",
       " ('Port of Bangkok', 'Port of Latakia'),\n",
       " ('Port of Bangkok', 'Port of Mersin'),\n",
       " ('Port of Bangkok', 'Port of Jebel Ali'),\n",
       " ('Port of Bangkok', 'Port of Hodeidah'),\n",
       " ('Port of Mersin', 'Mina Salman'),\n",
       " ('Port of Mersin', 'Larnaca Port'),\n",
       " ('Port of Mersin', 'Port of Alexandria'),\n",
       " ('Port of Mersin', 'Port of Bandar Abbas'),\n",
       " ('Port of Mersin', 'Port of Umm Qasr'),\n",
       " ('Port of Mersin', 'Port of Haifa'),\n",
       " ('Port of Mersin', 'Port of Aqaba'),\n",
       " ('Port of Mersin', 'Port of Shuwaikh'),\n",
       " ('Port of Mersin', 'Port of Beirut'),\n",
       " ('Port of Mersin', 'Port of Salalah'),\n",
       " ('Port of Mersin', 'Port of Gaza'),\n",
       " ('Port of Mersin', 'Port of Doha'),\n",
       " ('Port of Mersin', 'Port of King Abdul Aziz'),\n",
       " ('Port of Mersin', 'Port of Jeddah'),\n",
       " ('Port of Mersin', 'Port of Latakia'),\n",
       " ('Port of Mersin', 'Port of Mersin'),\n",
       " ('Port of Mersin', 'Port of Jebel Ali'),\n",
       " ('Port of Mersin', 'Port of Hodeidah'),\n",
       " ('Port of Immingham', 'Mina Salman'),\n",
       " ('Port of Immingham', 'Larnaca Port'),\n",
       " ('Port of Immingham', 'Port of Alexandria'),\n",
       " ('Port of Immingham', 'Port of Bandar Abbas'),\n",
       " ('Port of Immingham', 'Port of Umm Qasr'),\n",
       " ('Port of Immingham', 'Port of Haifa'),\n",
       " ('Port of Immingham', 'Port of Aqaba'),\n",
       " ('Port of Immingham', 'Port of Shuwaikh'),\n",
       " ('Port of Immingham', 'Port of Beirut'),\n",
       " ('Port of Immingham', 'Port of Salalah'),\n",
       " ('Port of Immingham', 'Port of Gaza'),\n",
       " ('Port of Immingham', 'Port of Doha'),\n",
       " ('Port of Immingham', 'Port of King Abdul Aziz'),\n",
       " ('Port of Immingham', 'Port of Jeddah'),\n",
       " ('Port of Immingham', 'Port of Latakia'),\n",
       " ('Port of Immingham', 'Port of Mersin'),\n",
       " ('Port of Immingham', 'Port of Jebel Ali'),\n",
       " ('Port of Immingham', 'Port of Hodeidah'),\n",
       " ('Port of New York', 'Mina Salman'),\n",
       " ('Port of New York', 'Larnaca Port'),\n",
       " ('Port of New York', 'Port of Alexandria'),\n",
       " ('Port of New York', 'Port of Bandar Abbas'),\n",
       " ('Port of New York', 'Port of Umm Qasr'),\n",
       " ('Port of New York', 'Port of Haifa'),\n",
       " ('Port of New York', 'Port of Aqaba'),\n",
       " ('Port of New York', 'Port of Shuwaikh'),\n",
       " ('Port of New York', 'Port of Beirut'),\n",
       " ('Port of New York', 'Port of Salalah'),\n",
       " ('Port of New York', 'Port of Gaza'),\n",
       " ('Port of New York', 'Port of Doha'),\n",
       " ('Port of New York', 'Port of King Abdul Aziz'),\n",
       " ('Port of New York', 'Port of Jeddah'),\n",
       " ('Port of New York', 'Port of Latakia'),\n",
       " ('Port of New York', 'Port of Mersin'),\n",
       " ('Port of New York', 'Port of Jebel Ali'),\n",
       " ('Port of New York', 'Port of Hodeidah'),\n",
       " ('Port of Los Angeles', 'Mina Salman'),\n",
       " ('Port of Los Angeles', 'Larnaca Port'),\n",
       " ('Port of Los Angeles', 'Port of Alexandria'),\n",
       " ('Port of Los Angeles', 'Port of Bandar Abbas'),\n",
       " ('Port of Los Angeles', 'Port of Umm Qasr'),\n",
       " ('Port of Los Angeles', 'Port of Haifa'),\n",
       " ('Port of Los Angeles', 'Port of Aqaba'),\n",
       " ('Port of Los Angeles', 'Port of Shuwaikh'),\n",
       " ('Port of Los Angeles', 'Port of Beirut'),\n",
       " ('Port of Los Angeles', 'Port of Salalah'),\n",
       " ('Port of Los Angeles', 'Port of Gaza'),\n",
       " ('Port of Los Angeles', 'Port of Doha'),\n",
       " ('Port of Los Angeles', 'Port of King Abdul Aziz'),\n",
       " ('Port of Los Angeles', 'Port of Jeddah'),\n",
       " ('Port of Los Angeles', 'Port of Latakia'),\n",
       " ('Port of Los Angeles', 'Port of Mersin'),\n",
       " ('Port of Los Angeles', 'Port of Jebel Ali'),\n",
       " ('Port of Los Angeles', 'Port of Hodeidah'),\n",
       " ('Port of Saigon', 'Mina Salman'),\n",
       " ('Port of Saigon', 'Larnaca Port'),\n",
       " ('Port of Saigon', 'Port of Alexandria'),\n",
       " ('Port of Saigon', 'Port of Bandar Abbas'),\n",
       " ('Port of Saigon', 'Port of Umm Qasr'),\n",
       " ('Port of Saigon', 'Port of Haifa'),\n",
       " ('Port of Saigon', 'Port of Aqaba'),\n",
       " ('Port of Saigon', 'Port of Shuwaikh'),\n",
       " ('Port of Saigon', 'Port of Beirut'),\n",
       " ('Port of Saigon', 'Port of Salalah'),\n",
       " ('Port of Saigon', 'Port of Gaza'),\n",
       " ('Port of Saigon', 'Port of Doha'),\n",
       " ('Port of Saigon', 'Port of King Abdul Aziz'),\n",
       " ('Port of Saigon', 'Port of Jeddah'),\n",
       " ('Port of Saigon', 'Port of Latakia'),\n",
       " ('Port of Saigon', 'Port of Mersin'),\n",
       " ('Port of Saigon', 'Port of Jebel Ali'),\n",
       " ('Port of Saigon', 'Port of Hodeidah')]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "routes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Decision Variables\n",
    "X = LpVariable.dicts(\"ShipmentAmount\",(supply_points, plant_locations),0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Vienna': {'Mina Salman': ShipmentAmount_Port_of_Vienna_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Vienna_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Vienna_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Vienna_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Vienna_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Vienna_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Vienna_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Vienna_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Vienna_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Vienna_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Vienna_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Vienna_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah},\n",
       " 'Port of Antwerp': {'Mina Salman': ShipmentAmount_Port_of_Antwerp_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Antwerp_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Antwerp_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Antwerp_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Antwerp_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Antwerp_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Antwerp_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Antwerp_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Antwerp_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah},\n",
       " 'Port of Shanghai': {'Mina Salman': ShipmentAmount_Port_of_Shanghai_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Shanghai_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Shanghai_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Shanghai_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Shanghai_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Shanghai_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Shanghai_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Shanghai_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Shanghai_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah},\n",
       " 'Port of Hamburg_Czeck': {'Mina Salman': ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah},\n",
       " 'Port of Marseille': {'Mina Salman': ShipmentAmount_Port_of_Marseille_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Marseille_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Marseille_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Marseille_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Marseille_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Marseille_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Marseille_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Marseille_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Marseille_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Marseille_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Marseille_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Marseille_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah},\n",
       " 'Port of Hamburg_Germany': {'Mina Salman': ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah},\n",
       " 'Port of Hong Kong': {'Mina Salman': ShipmentAmount_Port_of_Hong_Kong_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah},\n",
       " 'Port of Budapest': {'Mina Salman': ShipmentAmount_Port_of_Budapest_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Budapest_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Budapest_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Budapest_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Budapest_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Budapest_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Budapest_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Budapest_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Budapest_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Budapest_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Budapest_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Budapest_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah},\n",
       " 'Port of Jawaharlal Nehru': {'Mina Salman': ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah},\n",
       " 'Port of Gioia Tauro': {'Mina Salman': ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah},\n",
       " 'Port of Nagoya': {'Mina Salman': ShipmentAmount_Port_of_Nagoya_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Nagoya_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Nagoya_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Nagoya_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Nagoya_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Nagoya_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Nagoya_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Nagoya_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Nagoya_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah},\n",
       " 'Port of Busan': {'Mina Salman': ShipmentAmount_Port_of_Busan_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Busan_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Busan_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Busan_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Busan_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Busan_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Busan_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Busan_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Busan_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Busan_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Busan_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Busan_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Busan_Port_of_Hodeidah},\n",
       " 'Penang Port': {'Mina Salman': ShipmentAmount_Penang_Port_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Penang_Port_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Penang_Port_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Penang_Port_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Penang_Port_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Penang_Port_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Penang_Port_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Penang_Port_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Penang_Port_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Penang_Port_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Penang_Port_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Penang_Port_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Penang_Port_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Penang_Port_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Penang_Port_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Penang_Port_Port_of_Hodeidah},\n",
       " 'Port of Manzanillo': {'Mina Salman': ShipmentAmount_Port_of_Manzanillo_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Manzanillo_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Manzanillo_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah},\n",
       " 'Port of Rotterdam': {'Mina Salman': ShipmentAmount_Port_of_Rotterdam_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Rotterdam_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Rotterdam_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah},\n",
       " 'Port of Gdansk': {'Mina Salman': ShipmentAmount_Port_of_Gdansk_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Gdansk_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Gdansk_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Gdansk_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Gdansk_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Gdansk_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Gdansk_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Gdansk_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Gdansk_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah},\n",
       " 'Port of Vladivostok': {'Mina Salman': ShipmentAmount_Port_of_Vladivostok_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Vladivostok_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Vladivostok_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah},\n",
       " 'Port of Novorossiysk': {'Mina Salman': ShipmentAmount_Port_of_Novorossiysk_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah},\n",
       " 'Port of St. Petersburg': {'Mina Salman': ShipmentAmount_Port_of_St._Petersburg_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah},\n",
       " 'Port of Algeciras': {'Mina Salman': ShipmentAmount_Port_of_Algeciras_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Algeciras_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Algeciras_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Algeciras_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Algeciras_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Algeciras_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Algeciras_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Algeciras_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Algeciras_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah},\n",
       " 'Port of Bangkok': {'Mina Salman': ShipmentAmount_Port_of_Bangkok_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Bangkok_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Bangkok_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Bangkok_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Bangkok_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Bangkok_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Bangkok_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Bangkok_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Bangkok_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah},\n",
       " 'Port of Mersin': {'Mina Salman': ShipmentAmount_Port_of_Mersin_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Mersin_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Mersin_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Mersin_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Mersin_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Mersin_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Mersin_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Mersin_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Mersin_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Mersin_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Mersin_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Mersin_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah},\n",
       " 'Port of Immingham': {'Mina Salman': ShipmentAmount_Port_of_Immingham_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Immingham_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Immingham_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Immingham_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Immingham_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Immingham_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Immingham_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Immingham_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Immingham_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Immingham_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Immingham_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Immingham_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah},\n",
       " 'Port of New York': {'Mina Salman': ShipmentAmount_Port_of_New_York_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_New_York_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_New_York_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_New_York_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_New_York_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_New_York_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_New_York_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_New_York_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_New_York_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_New_York_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_New_York_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_New_York_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_New_York_Port_of_Hodeidah},\n",
       " 'Port of Los Angeles': {'Mina Salman': ShipmentAmount_Port_of_Los_Angeles_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah},\n",
       " 'Port of Saigon': {'Mina Salman': ShipmentAmount_Port_of_Saigon_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Saigon_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Saigon_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Saigon_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Saigon_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Saigon_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Saigon_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Saigon_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Saigon_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Saigon_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Saigon_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Saigon_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah}}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Objective Function\n",
    "prob += sum(X[i][j]*distance[i][j] for (i,j) in routes)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "5369*ShipmentAmount_Penang_Port_Larnaca_Port + 3856.0*ShipmentAmount_Penang_Port_Mina_Salman + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 1924*ShipmentAmount_Port_of_Algeciras_Larnaca_Port + 5631.0*ShipmentAmount_Port_of_Algeciras_Mina_Salman + 2103.0*ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria + 2579.0*ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba + 5321.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas + 2200.0*ShipmentAmount_Port_of_Algeciras_Port_of_Beirut + 5564.0*ShipmentAmount_Port_of_Algeciras_Port_of_Doha + 2004.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gaza + 2242.0*ShipmentAmount_Port_of_Algeciras_Port_of_Haifa + 3545.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah + 5377.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali + 3006.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah + 5685.0*ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz + 2127.0*ShipmentAmount_Port_of_Algeciras_Port_of_Latakia + 2102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mersin + 4378.0*ShipmentAmount_Port_of_Algeciras_Port_of_Salalah + 5858.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh + 5902.0*ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr + 3269*ShipmentAmount_Port_of_Antwerp_Larnaca_Port + 7193.0*ShipmentAmount_Port_of_Antwerp_Mina_Salman + 3665.0*ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria + 4141.0*ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba + 6882.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas + 3761.0*ShipmentAmount_Port_of_Antwerp_Port_of_Beirut + 7125.0*ShipmentAmount_Port_of_Antwerp_Port_of_Doha + 3327.94*ShipmentAmount_Port_of_Antwerp_Port_of_Gaza + 3804.0*ShipmentAmount_Port_of_Antwerp_Port_of_Haifa + 5106.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah + 6938.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali + 4567.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah + 7247.0*ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz + 3689.0*ShipmentAmount_Port_of_Antwerp_Port_of_Latakia + 3664.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mersin + 5939.0*ShipmentAmount_Port_of_Antwerp_Port_of_Salalah + 7419.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh + 7464.0*ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr + 6461*ShipmentAmount_Port_of_Bangkok_Larnaca_Port + 5102.0*ShipmentAmount_Port_of_Bangkok_Mina_Salman + 6585.0*ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria + 6132.0*ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba + 4778.0*ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas + 6605.0*ShipmentAmount_Port_of_Bangkok_Port_of_Beirut + 5034.0*ShipmentAmount_Port_of_Bangkok_Port_of_Doha + 6341.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gaza + 6556.0*ShipmentAmount_Port_of_Bangkok_Port_of_Haifa + 5022.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah + 4847.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali + 5561.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah + 5142.0*ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz + 6770.0*ShipmentAmount_Port_of_Bangkok_Port_of_Latakia + 6766.0*ShipmentAmount_Port_of_Bangkok_Port_of_Mersin + 4490.0*ShipmentAmount_Port_of_Bangkok_Port_of_Salalah + 5315.0*ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh + 5359.0*ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr + 2128*ShipmentAmount_Port_of_Budapest_Larnaca_Port + 5615.0*ShipmentAmount_Port_of_Budapest_Mina_Salman + 2047.0*ShipmentAmount_Port_of_Budapest_Port_of_Alexandria + 2563.0*ShipmentAmount_Port_of_Budapest_Port_of_Aqaba + 5304.0*ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas + 2148.0*ShipmentAmount_Port_of_Budapest_Port_of_Beirut + 5547.0*ShipmentAmount_Port_of_Budapest_Port_of_Doha + 1992.0*ShipmentAmount_Port_of_Budapest_Port_of_Gaza + 2192.0*ShipmentAmount_Port_of_Budapest_Port_of_Haifa + 3528.0*ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah + 5360.0*ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali + 2989.0*ShipmentAmount_Port_of_Budapest_Port_of_Jeddah + 5669.0*ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz + 2052.0*ShipmentAmount_Port_of_Budapest_Port_of_Latakia + 2028.0*ShipmentAmount_Port_of_Budapest_Port_of_Mersin + 4362.0*ShipmentAmount_Port_of_Budapest_Port_of_Salalah + 5841.0*ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh + 5886.0*ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr + 8140*ShipmentAmount_Port_of_Busan_Larnaca_Port + 7398.0*ShipmentAmount_Port_of_Busan_Mina_Salman + 8882.0*ShipmentAmount_Port_of_Busan_Port_of_Alexandria + 8428.0*ShipmentAmount_Port_of_Busan_Port_of_Aqaba + 7074.0*ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas + 8901.0*ShipmentAmount_Port_of_Busan_Port_of_Beirut + 7330.0*ShipmentAmount_Port_of_Busan_Port_of_Doha + 8020.0*ShipmentAmount_Port_of_Busan_Port_of_Gaza + 8852.0*ShipmentAmount_Port_of_Busan_Port_of_Haifa + 7318.0*ShipmentAmount_Port_of_Busan_Port_of_Hodeidah + 7143.0*ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali + 7857.0*ShipmentAmount_Port_of_Busan_Port_of_Jeddah + 7438.0*ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz + 9066.0*ShipmentAmount_Port_of_Busan_Port_of_Latakia + 9062.0*ShipmentAmount_Port_of_Busan_Port_of_Mersin + 6786.0*ShipmentAmount_Port_of_Busan_Port_of_Salalah + 7611.0*ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh + 7655.0*ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr + 4060*ShipmentAmount_Port_of_Gdansk_Larnaca_Port + 8277.0*ShipmentAmount_Port_of_Gdansk_Mina_Salman + 4750.0*ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria + 5224.0*ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba + 7967.0*ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas + 4847.0*ShipmentAmount_Port_of_Gdansk_Port_of_Beirut + 8213.0*ShipmentAmount_Port_of_Gdansk_Port_of_Doha + 4119.0*ShipmentAmount_Port_of_Gdansk_Port_of_Gaza + 4889.0*ShipmentAmount_Port_of_Gdansk_Port_of_Haifa + 6190.0*ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah + 8025.0*ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali + 5654.0*ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah + 8334.0*ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz + 4775.0*ShipmentAmount_Port_of_Gdansk_Port_of_Latakia + 4751.0*ShipmentAmount_Port_of_Gdansk_Port_of_Mersin + 7025.0*ShipmentAmount_Port_of_Gdansk_Port_of_Salalah + 8504.0*ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh + 8548.0*ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr + 1255*ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port + 4620.0*ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman + 1092.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria + 1568.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba + 4310.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas + 1189.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut + 4553.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha + 1336.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza + 1230.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa + 2533.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah + 4366.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali + 1994.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah + 4674.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz + 1116.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia + 1091.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin + 3367.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah + 4847.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh + 4891.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr + 3536*ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port + 7561.0*ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman + 4033.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria + 4509.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba + 7250.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas + 4130.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut + 7493.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha + 3595.7*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza + 4173.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa + 5475.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah + 7306.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali + 4935.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah + 7615.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz + 4057.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia + 4032.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin + 6307.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah + 7788.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh + 7832.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr + 3536*ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port + 7561.0*ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman + 4034.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria + 4509.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba + 7250.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas + 4130.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut + 7493.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha + 3595.7*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza + 4173.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa + 5475.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah + 7306.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali + 4935.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah + 7615.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz + 4057.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia + 4032.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin + 6307.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah + 7788.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh + 7832.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr + 7069*ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port + 6021.0*ShipmentAmount_Port_of_Hong_Kong_Mina_Salman + 7505.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria + 7051.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba + 5697.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas + 7524.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut + 5953.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha + 6949.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza + 7475.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa + 5941.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah + 5766.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali + 6480.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah + 6061.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz + 7690.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia + 7685.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin + 5410.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah + 6234.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh + 6278.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr + 3340*ShipmentAmount_Port_of_Immingham_Larnaca_Port + 7334.0*ShipmentAmount_Port_of_Immingham_Mina_Salman + 3806.0*ShipmentAmount_Port_of_Immingham_Port_of_Alexandria + 4282.0*ShipmentAmount_Port_of_Immingham_Port_of_Aqaba + 7023.0*ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas + 3903.0*ShipmentAmount_Port_of_Immingham_Port_of_Beirut + 7267.0*ShipmentAmount_Port_of_Immingham_Port_of_Doha + 3399.0*ShipmentAmount_Port_of_Immingham_Port_of_Gaza + 3944.0*ShipmentAmount_Port_of_Immingham_Port_of_Haifa + 5247.0*ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah + 7080.0*ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali + 4708.0*ShipmentAmount_Port_of_Immingham_Port_of_Jeddah + 7388.0*ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz + 3830.0*ShipmentAmount_Port_of_Immingham_Port_of_Latakia + 3804.0*ShipmentAmount_Port_of_Immingham_Port_of_Mersin + 6081.0*ShipmentAmount_Port_of_Immingham_Port_of_Salalah + 7560.0*ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh + 7605.0*ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr + 3363*ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port + 1589.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman + 3540.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria + 3086.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba + 1265.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas + 3560.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut + 1522.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha + 3243.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza + 3510.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa + 1977.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah + 1335.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali + 2515.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah + 1630.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz + 3725.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia + 3720.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin + 1143.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah + 1802.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh + 1847.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr + 9210*ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port + 14552.0*ShipmentAmount_Port_of_Los_Angeles_Mina_Salman + 11025.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria + 11501.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba + 11057.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas + 11122.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut + 11279.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha + 9280.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza + 11048.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa + 12465.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah + 11116.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali + 11927.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah + 11344.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz + 11049.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia + 11024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin + 11137.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah + 11504.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh + 11524.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr + 8018*ShipmentAmount_Port_of_Manzanillo_Larnaca_Port + 13061.0*ShipmentAmount_Port_of_Manzanillo_Mina_Salman + 9534.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria + 10011.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba + 12745.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas + 9631.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut + 12977.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Doha + 8088.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza + 9673.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa + 10974.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah + 12790.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali + 10419.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah + 13099.0*ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz + 9541.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia + 9516.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin + 11791.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah + 13286.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh + 13332.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr + 1550*ShipmentAmount_Port_of_Marseille_Larnaca_Port + 5332.0*ShipmentAmount_Port_of_Marseille_Mina_Salman + 1805.0*ShipmentAmount_Port_of_Marseille_Port_of_Alexandria + 2282.0*ShipmentAmount_Port_of_Marseille_Port_of_Aqaba + 5024.0*ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas + 1900.0*ShipmentAmount_Port_of_Marseille_Port_of_Beirut + 5267.0*ShipmentAmount_Port_of_Marseille_Port_of_Doha + 1631.0*ShipmentAmount_Port_of_Marseille_Port_of_Gaza + 1946.0*ShipmentAmount_Port_of_Marseille_Port_of_Haifa + 3245.0*ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah + 5080.0*ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali + 2709.0*ShipmentAmount_Port_of_Marseille_Port_of_Jeddah + 5388.0*ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz + 1830.0*ShipmentAmount_Port_of_Marseille_Port_of_Latakia + 1806.0*ShipmentAmount_Port_of_Marseille_Port_of_Mersin + 4081.0*ShipmentAmount_Port_of_Marseille_Port_of_Salalah + 5558.0*ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh + 5603.0*ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr + 138*ShipmentAmount_Port_of_Mersin_Larnaca_Port + 3831.0*ShipmentAmount_Port_of_Mersin_Mina_Salman + 546.0*ShipmentAmount_Port_of_Mersin_Port_of_Alexandria + 778.0*ShipmentAmount_Port_of_Mersin_Port_of_Aqaba + 3520.0*ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas + 191.0*ShipmentAmount_Port_of_Mersin_Port_of_Beirut + 3763.0*ShipmentAmount_Port_of_Mersin_Port_of_Doha + 316.0*ShipmentAmount_Port_of_Mersin_Port_of_Gaza + 233.0*ShipmentAmount_Port_of_Mersin_Port_of_Haifa + 1744.0*ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah + 3576.0*ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali + 1205.0*ShipmentAmount_Port_of_Mersin_Port_of_Jeddah + 3885.0*ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz + 89.0*ShipmentAmount_Port_of_Mersin_Port_of_Latakia + 2577.0*ShipmentAmount_Port_of_Mersin_Port_of_Salalah + 4057.0*ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh + 4102.0*ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr + 8428*ShipmentAmount_Port_of_Nagoya_Larnaca_Port + 7759.0*ShipmentAmount_Port_of_Nagoya_Mina_Salman + 9243.0*ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria + 8790.0*ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba + 7435.0*ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas + 9263.0*ShipmentAmount_Port_of_Nagoya_Port_of_Beirut + 7692.0*ShipmentAmount_Port_of_Nagoya_Port_of_Doha + 8308.0*ShipmentAmount_Port_of_Nagoya_Port_of_Gaza + 9214.0*ShipmentAmount_Port_of_Nagoya_Port_of_Haifa + 7680.0*ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah + 7505.0*ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali + 8219.0*ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah + 7800.0*ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz + 9428.0*ShipmentAmount_Port_of_Nagoya_Port_of_Latakia + 9424.0*ShipmentAmount_Port_of_Nagoya_Port_of_Mersin + 7148.0*ShipmentAmount_Port_of_Nagoya_Port_of_Salalah + 7972.0*ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh + 8017.0*ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr + 5137*ShipmentAmount_Port_of_New_York_Larnaca_Port + 9168.0*ShipmentAmount_Port_of_New_York_Mina_Salman + 5618.0*ShipmentAmount_Port_of_New_York_Port_of_Alexandria + 6104.0*ShipmentAmount_Port_of_New_York_Port_of_Aqaba + 8862.0*ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas + 5715.0*ShipmentAmount_Port_of_New_York_Port_of_Beirut + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Doha + 5196.0*ShipmentAmount_Port_of_New_York_Port_of_Gaza + 5756.0*ShipmentAmount_Port_of_New_York_Port_of_Haifa + 7105.0*ShipmentAmount_Port_of_New_York_Port_of_Hodeidah + 8918.0*ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali + 6521.0*ShipmentAmount_Port_of_New_York_Port_of_Jeddah + 9222.0*ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz + 5642.0*ShipmentAmount_Port_of_New_York_Port_of_Latakia + 5617.0*ShipmentAmount_Port_of_New_York_Port_of_Mersin + 7930.0*ShipmentAmount_Port_of_New_York_Port_of_Salalah + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh + 9417.0*ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr + 1170*ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port + 5139.0*ShipmentAmount_Port_of_Novorossiysk_Mina_Salman + 1572.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria + 2087.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba + 4829.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas + 1672.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut + 5072.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha + 1295.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza + 1715.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa + 3052.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah + 4885.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali + 2680.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah + 5193.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz + 1577.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia + 1552.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin + 3886.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah + 5366.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh + 5410.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr + 3275*ShipmentAmount_Port_of_Rotterdam_Larnaca_Port + 7284.0*ShipmentAmount_Port_of_Rotterdam_Mina_Salman + 3756.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria + 4231.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba + 6973.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas + 3852.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut + 7216.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Doha + 3335.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza + 3894.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa + 5197.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah + 7029.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali + 4658.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah + 7338.0*ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz + 3780.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia + 3755.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin + 6030.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah + 7510.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh + 7555.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr + 6503*ShipmentAmount_Port_of_Saigon_Larnaca_Port + 4964.0*ShipmentAmount_Port_of_Saigon_Mina_Salman + 6448.0*ShipmentAmount_Port_of_Saigon_Port_of_Alexandria + 5994.0*ShipmentAmount_Port_of_Saigon_Port_of_Aqaba + 4640.0*ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas + 6467.0*ShipmentAmount_Port_of_Saigon_Port_of_Beirut + 4896.0*ShipmentAmount_Port_of_Saigon_Port_of_Doha + 6368.0*ShipmentAmount_Port_of_Saigon_Port_of_Gaza + 6418.0*ShipmentAmount_Port_of_Saigon_Port_of_Haifa + 4884.0*ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah + 4709.0*ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali + 5423.0*ShipmentAmount_Port_of_Saigon_Port_of_Jeddah + 5004.0*ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz + 6633.0*ShipmentAmount_Port_of_Saigon_Port_of_Latakia + 6628.0*ShipmentAmount_Port_of_Saigon_Port_of_Mersin + 4353.0*ShipmentAmount_Port_of_Saigon_Port_of_Salalah + 5177.0*ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh + 5221.0*ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr + 7780*ShipmentAmount_Port_of_Shanghai_Larnaca_Port + 6882.0*ShipmentAmount_Port_of_Shanghai_Mina_Salman + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4486*ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port + 8787.0*ShipmentAmount_Port_of_St._Petersburg_Mina_Salman + 5259.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria + 5735.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba + 8476.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas + 5355.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut + 8719.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha + 4545.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza + 5398.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa + 6700.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah + 8532.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali + 6161.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah + 8841.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz + 5283.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia + 5258.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin + 7533.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah + 9013.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh + 9058.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr + 2243*ShipmentAmount_Port_of_Vienna_Larnaca_Port + 5729.0*ShipmentAmount_Port_of_Vienna_Mina_Salman + 2163.0*ShipmentAmount_Port_of_Vienna_Port_of_Alexandria + 2677.0*ShipmentAmount_Port_of_Vienna_Port_of_Aqaba + 5419.0*ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas + 2262.0*ShipmentAmount_Port_of_Vienna_Port_of_Beirut + 5662.0*ShipmentAmount_Port_of_Vienna_Port_of_Doha + 2106.0*ShipmentAmount_Port_of_Vienna_Port_of_Gaza + 2306.0*ShipmentAmount_Port_of_Vienna_Port_of_Haifa + 3642.0*ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah + 5475.0*ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali + 3103.0*ShipmentAmount_Port_of_Vienna_Port_of_Jeddah + 5783.0*ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz + 2167.0*ShipmentAmount_Port_of_Vienna_Port_of_Latakia + 2142.0*ShipmentAmount_Port_of_Vienna_Port_of_Mersin + 4476.0*ShipmentAmount_Port_of_Vienna_Port_of_Salalah + 5955.0*ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh + 6000.0*ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr + 8642*ShipmentAmount_Port_of_Vladivostok_Larnaca_Port + 7981.0*ShipmentAmount_Port_of_Vladivostok_Mina_Salman + 9465.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria + 9011.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba + 7657.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas + 9485.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut + 7914.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Doha + 8522.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza + 9435.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa + 7902.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah + 7727.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali + 8441.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah + 8022.0*ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz + 9650.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia + 9645.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin + 7370.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah + 8194.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh + 8239.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr + 0.0\n",
       "VARIABLES\n",
       "ShipmentAmount_Penang_Port_Larnaca_Port Continuous\n",
       "ShipmentAmount_Penang_Port_Mina_Salman Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Busan_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_New_York_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr Continuous"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "5369*ShipmentAmount_Penang_Port_Larnaca_Port + 3856.0*ShipmentAmount_Penang_Port_Mina_Salman + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 1924*ShipmentAmount_Port_of_Algeciras_Larnaca_Port + 5631.0*ShipmentAmount_Port_of_Algeciras_Mina_Salman + 2103.0*ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria + 2579.0*ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba + 5321.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas + 2200.0*ShipmentAmount_Port_of_Algeciras_Port_of_Beirut + 5564.0*ShipmentAmount_Port_of_Algeciras_Port_of_Doha + 2004.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gaza + 2242.0*ShipmentAmount_Port_of_Algeciras_Port_of_Haifa + 3545.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah + 5377.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali + 3006.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah + 5685.0*ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz + 2127.0*ShipmentAmount_Port_of_Algeciras_Port_of_Latakia + 2102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mersin + 4378.0*ShipmentAmount_Port_of_Algeciras_Port_of_Salalah + 5858.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh + 5902.0*ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr + 3269*ShipmentAmount_Port_of_Antwerp_Larnaca_Port + 7193.0*ShipmentAmount_Port_of_Antwerp_Mina_Salman + 3665.0*ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria + 4141.0*ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba + 6882.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas + 3761.0*ShipmentAmount_Port_of_Antwerp_Port_of_Beirut + 7125.0*ShipmentAmount_Port_of_Antwerp_Port_of_Doha + 3327.94*ShipmentAmount_Port_of_Antwerp_Port_of_Gaza + 3804.0*ShipmentAmount_Port_of_Antwerp_Port_of_Haifa + 5106.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah + 6938.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali + 4567.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah + 7247.0*ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz + 3689.0*ShipmentAmount_Port_of_Antwerp_Port_of_Latakia + 3664.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mersin + 5939.0*ShipmentAmount_Port_of_Antwerp_Port_of_Salalah + 7419.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh + 7464.0*ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr + 6461*ShipmentAmount_Port_of_Bangkok_Larnaca_Port + 5102.0*ShipmentAmount_Port_of_Bangkok_Mina_Salman + 6585.0*ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria + 6132.0*ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba + 4778.0*ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas + 6605.0*ShipmentAmount_Port_of_Bangkok_Port_of_Beirut + 5034.0*ShipmentAmount_Port_of_Bangkok_Port_of_Doha + 6341.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gaza + 6556.0*ShipmentAmount_Port_of_Bangkok_Port_of_Haifa + 5022.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah + 4847.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali + 5561.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah + 5142.0*ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz + 6770.0*ShipmentAmount_Port_of_Bangkok_Port_of_Latakia + 6766.0*ShipmentAmount_Port_of_Bangkok_Port_of_Mersin + 4490.0*ShipmentAmount_Port_of_Bangkok_Port_of_Salalah + 5315.0*ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh + 5359.0*ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr + 2128*ShipmentAmount_Port_of_Budapest_Larnaca_Port + 5615.0*ShipmentAmount_Port_of_Budapest_Mina_Salman + 2047.0*ShipmentAmount_Port_of_Budapest_Port_of_Alexandria + 2563.0*ShipmentAmount_Port_of_Budapest_Port_of_Aqaba + 5304.0*ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas + 2148.0*ShipmentAmount_Port_of_Budapest_Port_of_Beirut + 5547.0*ShipmentAmount_Port_of_Budapest_Port_of_Doha + 1992.0*ShipmentAmount_Port_of_Budapest_Port_of_Gaza + 2192.0*ShipmentAmount_Port_of_Budapest_Port_of_Haifa + 3528.0*ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah + 5360.0*ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali + 2989.0*ShipmentAmount_Port_of_Budapest_Port_of_Jeddah + 5669.0*ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz + 2052.0*ShipmentAmount_Port_of_Budapest_Port_of_Latakia + 2028.0*ShipmentAmount_Port_of_Budapest_Port_of_Mersin + 4362.0*ShipmentAmount_Port_of_Budapest_Port_of_Salalah + 5841.0*ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh + 5886.0*ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr + 8140*ShipmentAmount_Port_of_Busan_Larnaca_Port + 7398.0*ShipmentAmount_Port_of_Busan_Mina_Salman + 8882.0*ShipmentAmount_Port_of_Busan_Port_of_Alexandria + 8428.0*ShipmentAmount_Port_of_Busan_Port_of_Aqaba + 7074.0*ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas + 8901.0*ShipmentAmount_Port_of_Busan_Port_of_Beirut + 7330.0*ShipmentAmount_Port_of_Busan_Port_of_Doha + 8020.0*ShipmentAmount_Port_of_Busan_Port_of_Gaza + 8852.0*ShipmentAmount_Port_of_Busan_Port_of_Haifa + 7318.0*ShipmentAmount_Port_of_Busan_Port_of_Hodeidah + 7143.0*ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali + 7857.0*ShipmentAmount_Port_of_Busan_Port_of_Jeddah + 7438.0*ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz + 9066.0*ShipmentAmount_Port_of_Busan_Port_of_Latakia + 9062.0*ShipmentAmount_Port_of_Busan_Port_of_Mersin + 6786.0*ShipmentAmount_Port_of_Busan_Port_of_Salalah + 7611.0*ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh + 7655.0*ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr + 4060*ShipmentAmount_Port_of_Gdansk_Larnaca_Port + 8277.0*ShipmentAmount_Port_of_Gdansk_Mina_Salman + 4750.0*ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria + 5224.0*ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba + 7967.0*ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas + 4847.0*ShipmentAmount_Port_of_Gdansk_Port_of_Beirut + 8213.0*ShipmentAmount_Port_of_Gdansk_Port_of_Doha + 4119.0*ShipmentAmount_Port_of_Gdansk_Port_of_Gaza + 4889.0*ShipmentAmount_Port_of_Gdansk_Port_of_Haifa + 6190.0*ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah + 8025.0*ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali + 5654.0*ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah + 8334.0*ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz + 4775.0*ShipmentAmount_Port_of_Gdansk_Port_of_Latakia + 4751.0*ShipmentAmount_Port_of_Gdansk_Port_of_Mersin + 7025.0*ShipmentAmount_Port_of_Gdansk_Port_of_Salalah + 8504.0*ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh + 8548.0*ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr + 1255*ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port + 4620.0*ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman + 1092.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria + 1568.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba + 4310.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas + 1189.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut + 4553.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha + 1336.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza + 1230.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa + 2533.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah + 4366.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali + 1994.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah + 4674.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz + 1116.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia + 1091.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin + 3367.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah + 4847.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh + 4891.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr + 3536*ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port + 7561.0*ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman + 4033.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria + 4509.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba + 7250.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas + 4130.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut + 7493.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha + 3595.7*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza + 4173.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa + 5475.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah + 7306.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali + 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6418.0*ShipmentAmount_Port_of_Saigon_Port_of_Haifa + 4884.0*ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah + 4709.0*ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali + 5423.0*ShipmentAmount_Port_of_Saigon_Port_of_Jeddah + 5004.0*ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz + 6633.0*ShipmentAmount_Port_of_Saigon_Port_of_Latakia + 6628.0*ShipmentAmount_Port_of_Saigon_Port_of_Mersin + 4353.0*ShipmentAmount_Port_of_Saigon_Port_of_Salalah + 5177.0*ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh + 5221.0*ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr + 7780*ShipmentAmount_Port_of_Shanghai_Larnaca_Port + 6882.0*ShipmentAmount_Port_of_Shanghai_Mina_Salman + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4486*ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port + 8787.0*ShipmentAmount_Port_of_St._Petersburg_Mina_Salman + 5259.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria + 5735.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba + 8476.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas + 5355.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut + 8719.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha + 4545.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza + 5398.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa + 6700.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah + 8532.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali + 6161.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah + 8841.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz + 5283.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia + 5258.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin + 7533.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah + 9013.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh + 9058.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr + 2243*ShipmentAmount_Port_of_Vienna_Larnaca_Port + 5729.0*ShipmentAmount_Port_of_Vienna_Mina_Salman + 2163.0*ShipmentAmount_Port_of_Vienna_Port_of_Alexandria + 2677.0*ShipmentAmount_Port_of_Vienna_Port_of_Aqaba + 5419.0*ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas + 2262.0*ShipmentAmount_Port_of_Vienna_Port_of_Beirut + 5662.0*ShipmentAmount_Port_of_Vienna_Port_of_Doha + 2106.0*ShipmentAmount_Port_of_Vienna_Port_of_Gaza + 2306.0*ShipmentAmount_Port_of_Vienna_Port_of_Haifa + 3642.0*ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah + 5475.0*ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali + 3103.0*ShipmentAmount_Port_of_Vienna_Port_of_Jeddah + 5783.0*ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz + 2167.0*ShipmentAmount_Port_of_Vienna_Port_of_Latakia + 2142.0*ShipmentAmount_Port_of_Vienna_Port_of_Mersin + 4476.0*ShipmentAmount_Port_of_Vienna_Port_of_Salalah + 5955.0*ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh + 6000.0*ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr + 8642*ShipmentAmount_Port_of_Vladivostok_Larnaca_Port + 7981.0*ShipmentAmount_Port_of_Vladivostok_Mina_Salman + 9465.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria + 9011.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba + 7657.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas + 9485.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut + 7914.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Doha + 8522.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza + 9435.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa + 7902.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah + 7727.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali + 8441.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah + 8022.0*ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz + 9650.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia + 9645.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin + 7370.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah + 8194.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh + 8239.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr + 0.0\n",
       "SUBJECT TO\n",
       "_C1: ShipmentAmount_Penang_Port_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Algeciras_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Antwerp_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Bangkok_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Budapest_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Busan_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Gdansk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Immingham_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Manzanillo_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Marseille_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Mersin_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Nagoya_Mina_Salman\n",
       " + ShipmentAmount_Port_of_New_York_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Rotterdam_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Saigon_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Shanghai_Mina_Salman\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vienna_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vladivostok_Mina_Salman >= 1587802.214\n",
       "\n",
       "_C2: ShipmentAmount_Penang_Port_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Algeciras_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Antwerp_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Bangkok_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Budapest_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Busan_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Gdansk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Immingham_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Manzanillo_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Marseille_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Mersin_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Nagoya_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_New_York_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Rotterdam_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Saigon_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Shanghai_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vienna_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vladivostok_Larnaca_Port >= 606351.2887\n",
       "\n",
       "_C3: ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria >= 6598019.401\n",
       "\n",
       "_C4: ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas >= 4527577.419\n",
       "\n",
       "_C5: ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr >= 6496405.598\n",
       "\n",
       "_C6: ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa >= 6572479.601\n",
       "\n",
       "_C7: ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba >= 3225910.427\n",
       "\n",
       "_C8: ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh >= 3990175.337\n",
       "\n",
       "_C9: ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut >= 1495697.794\n",
       "\n",
       "_C10: ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah >= 4505571.243\n",
       "\n",
       "_C11: ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza >= 340738.2572\n",
       "\n",
       "_C12: ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Doha >= 1663325.629\n",
       "\n",
       "_C13: ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz >= 7655182.066\n",
       "\n",
       "_C14: ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah >= 7655182.066\n",
       "\n",
       "_C15: ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia >= 906806.1535\n",
       "\n",
       "_C16: ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin >= 4004234.195\n",
       "\n",
       "_C17: ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali >= 14820494.3\n",
       "\n",
       "_C18: ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah >= 483276.3919\n",
       "\n",
       "VARIABLES\n",
       "ShipmentAmount_Penang_Port_Larnaca_Port Continuous\n",
       "ShipmentAmount_Penang_Port_Mina_Salman Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Busan_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_New_York_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr Continuous"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Constraints\n",
    "for j in plant_locations:\n",
    "    prob += sum(X[i][j] for i in supply_points) >= glass_demand[j]\n",
    "    \n",
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "5369*ShipmentAmount_Penang_Port_Larnaca_Port + 3856.0*ShipmentAmount_Penang_Port_Mina_Salman + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 1924*ShipmentAmount_Port_of_Algeciras_Larnaca_Port + 5631.0*ShipmentAmount_Port_of_Algeciras_Mina_Salman + 2103.0*ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria + 2579.0*ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba + 5321.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas + 2200.0*ShipmentAmount_Port_of_Algeciras_Port_of_Beirut + 5564.0*ShipmentAmount_Port_of_Algeciras_Port_of_Doha + 2004.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gaza + 2242.0*ShipmentAmount_Port_of_Algeciras_Port_of_Haifa + 3545.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah + 5377.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali + 3006.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah + 5685.0*ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz + 2127.0*ShipmentAmount_Port_of_Algeciras_Port_of_Latakia + 2102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mersin + 4378.0*ShipmentAmount_Port_of_Algeciras_Port_of_Salalah + 5858.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh + 5902.0*ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr + 3269*ShipmentAmount_Port_of_Antwerp_Larnaca_Port + 7193.0*ShipmentAmount_Port_of_Antwerp_Mina_Salman + 3665.0*ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria + 4141.0*ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba + 6882.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas + 3761.0*ShipmentAmount_Port_of_Antwerp_Port_of_Beirut + 7125.0*ShipmentAmount_Port_of_Antwerp_Port_of_Doha + 3327.94*ShipmentAmount_Port_of_Antwerp_Port_of_Gaza + 3804.0*ShipmentAmount_Port_of_Antwerp_Port_of_Haifa + 5106.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah + 6938.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali + 4567.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah + 7247.0*ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz + 3689.0*ShipmentAmount_Port_of_Antwerp_Port_of_Latakia + 3664.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mersin + 5939.0*ShipmentAmount_Port_of_Antwerp_Port_of_Salalah + 7419.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh + 7464.0*ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr + 6461*ShipmentAmount_Port_of_Bangkok_Larnaca_Port + 5102.0*ShipmentAmount_Port_of_Bangkok_Mina_Salman + 6585.0*ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria + 6132.0*ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba + 4778.0*ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas + 6605.0*ShipmentAmount_Port_of_Bangkok_Port_of_Beirut + 5034.0*ShipmentAmount_Port_of_Bangkok_Port_of_Doha + 6341.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gaza + 6556.0*ShipmentAmount_Port_of_Bangkok_Port_of_Haifa + 5022.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah + 4847.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali + 5561.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah + 5142.0*ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz + 6770.0*ShipmentAmount_Port_of_Bangkok_Port_of_Latakia + 6766.0*ShipmentAmount_Port_of_Bangkok_Port_of_Mersin + 4490.0*ShipmentAmount_Port_of_Bangkok_Port_of_Salalah + 5315.0*ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh + 5359.0*ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr + 2128*ShipmentAmount_Port_of_Budapest_Larnaca_Port + 5615.0*ShipmentAmount_Port_of_Budapest_Mina_Salman + 2047.0*ShipmentAmount_Port_of_Budapest_Port_of_Alexandria + 2563.0*ShipmentAmount_Port_of_Budapest_Port_of_Aqaba + 5304.0*ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas + 2148.0*ShipmentAmount_Port_of_Budapest_Port_of_Beirut + 5547.0*ShipmentAmount_Port_of_Budapest_Port_of_Doha + 1992.0*ShipmentAmount_Port_of_Budapest_Port_of_Gaza + 2192.0*ShipmentAmount_Port_of_Budapest_Port_of_Haifa + 3528.0*ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah + 5360.0*ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali + 2989.0*ShipmentAmount_Port_of_Budapest_Port_of_Jeddah + 5669.0*ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz + 2052.0*ShipmentAmount_Port_of_Budapest_Port_of_Latakia + 2028.0*ShipmentAmount_Port_of_Budapest_Port_of_Mersin + 4362.0*ShipmentAmount_Port_of_Budapest_Port_of_Salalah + 5841.0*ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh + 5886.0*ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr + 8140*ShipmentAmount_Port_of_Busan_Larnaca_Port + 7398.0*ShipmentAmount_Port_of_Busan_Mina_Salman + 8882.0*ShipmentAmount_Port_of_Busan_Port_of_Alexandria + 8428.0*ShipmentAmount_Port_of_Busan_Port_of_Aqaba + 7074.0*ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas + 8901.0*ShipmentAmount_Port_of_Busan_Port_of_Beirut + 7330.0*ShipmentAmount_Port_of_Busan_Port_of_Doha + 8020.0*ShipmentAmount_Port_of_Busan_Port_of_Gaza + 8852.0*ShipmentAmount_Port_of_Busan_Port_of_Haifa + 7318.0*ShipmentAmount_Port_of_Busan_Port_of_Hodeidah + 7143.0*ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali + 7857.0*ShipmentAmount_Port_of_Busan_Port_of_Jeddah + 7438.0*ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz + 9066.0*ShipmentAmount_Port_of_Busan_Port_of_Latakia + 9062.0*ShipmentAmount_Port_of_Busan_Port_of_Mersin + 6786.0*ShipmentAmount_Port_of_Busan_Port_of_Salalah + 7611.0*ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh + 7655.0*ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr + 4060*ShipmentAmount_Port_of_Gdansk_Larnaca_Port + 8277.0*ShipmentAmount_Port_of_Gdansk_Mina_Salman + 4750.0*ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria + 5224.0*ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba + 7967.0*ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas + 4847.0*ShipmentAmount_Port_of_Gdansk_Port_of_Beirut + 8213.0*ShipmentAmount_Port_of_Gdansk_Port_of_Doha + 4119.0*ShipmentAmount_Port_of_Gdansk_Port_of_Gaza + 4889.0*ShipmentAmount_Port_of_Gdansk_Port_of_Haifa + 6190.0*ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah + 8025.0*ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali + 5654.0*ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah + 8334.0*ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz + 4775.0*ShipmentAmount_Port_of_Gdansk_Port_of_Latakia + 4751.0*ShipmentAmount_Port_of_Gdansk_Port_of_Mersin + 7025.0*ShipmentAmount_Port_of_Gdansk_Port_of_Salalah + 8504.0*ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh + 8548.0*ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr + 1255*ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port + 4620.0*ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman + 1092.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria + 1568.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba + 4310.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas + 1189.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut + 4553.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha + 1336.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza + 1230.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa + 2533.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah + 4366.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali + 1994.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah + 4674.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz + 1116.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia + 1091.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin + 3367.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah + 4847.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh + 4891.0*ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr + 3536*ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port + 7561.0*ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman + 4033.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria + 4509.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba + 7250.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas + 4130.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut + 7493.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha + 3595.7*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza + 4173.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa + 5475.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah + 7306.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali + 4935.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah + 7615.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz + 4057.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia + 4032.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin + 6307.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah + 7788.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh + 7832.0*ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr + 3536*ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port + 7561.0*ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman + 4034.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria + 4509.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba + 7250.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas + 4130.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut + 7493.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha + 3595.7*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza + 4173.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa + 5475.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah + 7306.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali + 4935.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah + 7615.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz + 4057.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia + 4032.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin + 6307.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah + 7788.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh + 7832.0*ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr + 7069*ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port + 6021.0*ShipmentAmount_Port_of_Hong_Kong_Mina_Salman + 7505.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria + 7051.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba + 5697.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas + 7524.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut + 5953.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha + 6949.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza + 7475.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa + 5941.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah + 5766.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali + 6480.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah + 6061.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz + 7690.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia + 7685.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin + 5410.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah + 6234.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh + 6278.0*ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr + 3340*ShipmentAmount_Port_of_Immingham_Larnaca_Port + 7334.0*ShipmentAmount_Port_of_Immingham_Mina_Salman + 3806.0*ShipmentAmount_Port_of_Immingham_Port_of_Alexandria + 4282.0*ShipmentAmount_Port_of_Immingham_Port_of_Aqaba + 7023.0*ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas + 3903.0*ShipmentAmount_Port_of_Immingham_Port_of_Beirut + 7267.0*ShipmentAmount_Port_of_Immingham_Port_of_Doha + 3399.0*ShipmentAmount_Port_of_Immingham_Port_of_Gaza + 3944.0*ShipmentAmount_Port_of_Immingham_Port_of_Haifa + 5247.0*ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah + 7080.0*ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali + 4708.0*ShipmentAmount_Port_of_Immingham_Port_of_Jeddah + 7388.0*ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz + 3830.0*ShipmentAmount_Port_of_Immingham_Port_of_Latakia + 3804.0*ShipmentAmount_Port_of_Immingham_Port_of_Mersin + 6081.0*ShipmentAmount_Port_of_Immingham_Port_of_Salalah + 7560.0*ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh + 7605.0*ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr + 3363*ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port + 1589.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman + 3540.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria + 3086.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba + 1265.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas + 3560.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut + 1522.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha + 3243.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza + 3510.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa + 1977.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah + 1335.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali + 2515.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah + 1630.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz + 3725.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia + 3720.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin + 1143.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah + 1802.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh + 1847.0*ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr + 9210*ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port + 14552.0*ShipmentAmount_Port_of_Los_Angeles_Mina_Salman + 11025.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria + 11501.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba + 11057.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas + 11122.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut + 11279.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha + 9280.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza + 11048.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa + 12465.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah + 11116.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali + 11927.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah + 11344.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz + 11049.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia + 11024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin + 11137.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah + 11504.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh + 11524.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr + 8018*ShipmentAmount_Port_of_Manzanillo_Larnaca_Port + 13061.0*ShipmentAmount_Port_of_Manzanillo_Mina_Salman + 9534.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria + 10011.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba + 12745.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas + 9631.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut + 12977.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Doha + 8088.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza + 9673.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa + 10974.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah + 12790.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali + 10419.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah + 13099.0*ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz + 9541.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia + 9516.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin + 11791.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah + 13286.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh + 13332.0*ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr + 1550*ShipmentAmount_Port_of_Marseille_Larnaca_Port + 5332.0*ShipmentAmount_Port_of_Marseille_Mina_Salman + 1805.0*ShipmentAmount_Port_of_Marseille_Port_of_Alexandria + 2282.0*ShipmentAmount_Port_of_Marseille_Port_of_Aqaba + 5024.0*ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas + 1900.0*ShipmentAmount_Port_of_Marseille_Port_of_Beirut + 5267.0*ShipmentAmount_Port_of_Marseille_Port_of_Doha + 1631.0*ShipmentAmount_Port_of_Marseille_Port_of_Gaza + 1946.0*ShipmentAmount_Port_of_Marseille_Port_of_Haifa + 3245.0*ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah + 5080.0*ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali + 2709.0*ShipmentAmount_Port_of_Marseille_Port_of_Jeddah + 5388.0*ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz + 1830.0*ShipmentAmount_Port_of_Marseille_Port_of_Latakia + 1806.0*ShipmentAmount_Port_of_Marseille_Port_of_Mersin + 4081.0*ShipmentAmount_Port_of_Marseille_Port_of_Salalah + 5558.0*ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh + 5603.0*ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr + 138*ShipmentAmount_Port_of_Mersin_Larnaca_Port + 3831.0*ShipmentAmount_Port_of_Mersin_Mina_Salman + 546.0*ShipmentAmount_Port_of_Mersin_Port_of_Alexandria + 778.0*ShipmentAmount_Port_of_Mersin_Port_of_Aqaba + 3520.0*ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas + 191.0*ShipmentAmount_Port_of_Mersin_Port_of_Beirut + 3763.0*ShipmentAmount_Port_of_Mersin_Port_of_Doha + 316.0*ShipmentAmount_Port_of_Mersin_Port_of_Gaza + 233.0*ShipmentAmount_Port_of_Mersin_Port_of_Haifa + 1744.0*ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah + 3576.0*ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali + 1205.0*ShipmentAmount_Port_of_Mersin_Port_of_Jeddah + 3885.0*ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz + 89.0*ShipmentAmount_Port_of_Mersin_Port_of_Latakia + 2577.0*ShipmentAmount_Port_of_Mersin_Port_of_Salalah + 4057.0*ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh + 4102.0*ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr + 8428*ShipmentAmount_Port_of_Nagoya_Larnaca_Port + 7759.0*ShipmentAmount_Port_of_Nagoya_Mina_Salman + 9243.0*ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria + 8790.0*ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba + 7435.0*ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas + 9263.0*ShipmentAmount_Port_of_Nagoya_Port_of_Beirut + 7692.0*ShipmentAmount_Port_of_Nagoya_Port_of_Doha + 8308.0*ShipmentAmount_Port_of_Nagoya_Port_of_Gaza + 9214.0*ShipmentAmount_Port_of_Nagoya_Port_of_Haifa + 7680.0*ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah + 7505.0*ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali + 8219.0*ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah + 7800.0*ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz + 9428.0*ShipmentAmount_Port_of_Nagoya_Port_of_Latakia + 9424.0*ShipmentAmount_Port_of_Nagoya_Port_of_Mersin + 7148.0*ShipmentAmount_Port_of_Nagoya_Port_of_Salalah + 7972.0*ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh + 8017.0*ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr + 5137*ShipmentAmount_Port_of_New_York_Larnaca_Port + 9168.0*ShipmentAmount_Port_of_New_York_Mina_Salman + 5618.0*ShipmentAmount_Port_of_New_York_Port_of_Alexandria + 6104.0*ShipmentAmount_Port_of_New_York_Port_of_Aqaba + 8862.0*ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas + 5715.0*ShipmentAmount_Port_of_New_York_Port_of_Beirut + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Doha + 5196.0*ShipmentAmount_Port_of_New_York_Port_of_Gaza + 5756.0*ShipmentAmount_Port_of_New_York_Port_of_Haifa + 7105.0*ShipmentAmount_Port_of_New_York_Port_of_Hodeidah + 8918.0*ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali + 6521.0*ShipmentAmount_Port_of_New_York_Port_of_Jeddah + 9222.0*ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz + 5642.0*ShipmentAmount_Port_of_New_York_Port_of_Latakia + 5617.0*ShipmentAmount_Port_of_New_York_Port_of_Mersin + 7930.0*ShipmentAmount_Port_of_New_York_Port_of_Salalah + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh + 9417.0*ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr + 1170*ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port + 5139.0*ShipmentAmount_Port_of_Novorossiysk_Mina_Salman + 1572.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria + 2087.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba + 4829.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas + 1672.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut + 5072.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha + 1295.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza + 1715.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa + 3052.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah + 4885.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali + 2680.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah + 5193.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz + 1577.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia + 1552.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin + 3886.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah + 5366.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh + 5410.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr + 3275*ShipmentAmount_Port_of_Rotterdam_Larnaca_Port + 7284.0*ShipmentAmount_Port_of_Rotterdam_Mina_Salman + 3756.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria + 4231.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba + 6973.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas + 3852.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut + 7216.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Doha + 3335.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza + 3894.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa + 5197.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah + 7029.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali + 4658.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah + 7338.0*ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz + 3780.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia + 3755.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin + 6030.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah + 7510.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh + 7555.0*ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr + 6503*ShipmentAmount_Port_of_Saigon_Larnaca_Port + 4964.0*ShipmentAmount_Port_of_Saigon_Mina_Salman + 6448.0*ShipmentAmount_Port_of_Saigon_Port_of_Alexandria + 5994.0*ShipmentAmount_Port_of_Saigon_Port_of_Aqaba + 4640.0*ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas + 6467.0*ShipmentAmount_Port_of_Saigon_Port_of_Beirut + 4896.0*ShipmentAmount_Port_of_Saigon_Port_of_Doha + 6368.0*ShipmentAmount_Port_of_Saigon_Port_of_Gaza + 6418.0*ShipmentAmount_Port_of_Saigon_Port_of_Haifa + 4884.0*ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah + 4709.0*ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali + 5423.0*ShipmentAmount_Port_of_Saigon_Port_of_Jeddah + 5004.0*ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz + 6633.0*ShipmentAmount_Port_of_Saigon_Port_of_Latakia + 6628.0*ShipmentAmount_Port_of_Saigon_Port_of_Mersin + 4353.0*ShipmentAmount_Port_of_Saigon_Port_of_Salalah + 5177.0*ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh + 5221.0*ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr + 7780*ShipmentAmount_Port_of_Shanghai_Larnaca_Port + 6882.0*ShipmentAmount_Port_of_Shanghai_Mina_Salman + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4486*ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port + 8787.0*ShipmentAmount_Port_of_St._Petersburg_Mina_Salman + 5259.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria + 5735.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba + 8476.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas + 5355.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut + 8719.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha + 4545.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza + 5398.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa + 6700.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah + 8532.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali + 6161.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah + 8841.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz + 5283.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia + 5258.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin + 7533.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah + 9013.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh + 9058.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr + 2243*ShipmentAmount_Port_of_Vienna_Larnaca_Port + 5729.0*ShipmentAmount_Port_of_Vienna_Mina_Salman + 2163.0*ShipmentAmount_Port_of_Vienna_Port_of_Alexandria + 2677.0*ShipmentAmount_Port_of_Vienna_Port_of_Aqaba + 5419.0*ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas + 2262.0*ShipmentAmount_Port_of_Vienna_Port_of_Beirut + 5662.0*ShipmentAmount_Port_of_Vienna_Port_of_Doha + 2106.0*ShipmentAmount_Port_of_Vienna_Port_of_Gaza + 2306.0*ShipmentAmount_Port_of_Vienna_Port_of_Haifa + 3642.0*ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah + 5475.0*ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali + 3103.0*ShipmentAmount_Port_of_Vienna_Port_of_Jeddah + 5783.0*ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz + 2167.0*ShipmentAmount_Port_of_Vienna_Port_of_Latakia + 2142.0*ShipmentAmount_Port_of_Vienna_Port_of_Mersin + 4476.0*ShipmentAmount_Port_of_Vienna_Port_of_Salalah + 5955.0*ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh + 6000.0*ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr + 8642*ShipmentAmount_Port_of_Vladivostok_Larnaca_Port + 7981.0*ShipmentAmount_Port_of_Vladivostok_Mina_Salman + 9465.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria + 9011.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba + 7657.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas + 9485.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut + 7914.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Doha + 8522.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza + 9435.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa + 7902.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah + 7727.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali + 8441.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah + 8022.0*ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz + 9650.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia + 9645.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin + 7370.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah + 8194.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh + 8239.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr + 0.0\n",
       "SUBJECT TO\n",
       "_C1: ShipmentAmount_Penang_Port_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Algeciras_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Antwerp_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Bangkok_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Budapest_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Busan_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Gdansk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Immingham_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Manzanillo_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Marseille_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Mersin_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Nagoya_Mina_Salman\n",
       " + ShipmentAmount_Port_of_New_York_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Rotterdam_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Saigon_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Shanghai_Mina_Salman\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vienna_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vladivostok_Mina_Salman >= 1587802.214\n",
       "\n",
       "_C2: ShipmentAmount_Penang_Port_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Algeciras_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Antwerp_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Bangkok_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Budapest_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Busan_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Gdansk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Immingham_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Manzanillo_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Marseille_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Mersin_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Nagoya_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_New_York_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Rotterdam_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Saigon_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Shanghai_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vienna_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vladivostok_Larnaca_Port >= 606351.2887\n",
       "\n",
       "_C3: ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria >= 6598019.401\n",
       "\n",
       "_C4: ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas >= 4527577.419\n",
       "\n",
       "_C5: ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr >= 6496405.598\n",
       "\n",
       "_C6: ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa >= 6572479.601\n",
       "\n",
       "_C7: ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba >= 3225910.427\n",
       "\n",
       "_C8: ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh >= 3990175.337\n",
       "\n",
       "_C9: ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut >= 1495697.794\n",
       "\n",
       "_C10: ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah >= 4505571.243\n",
       "\n",
       "_C11: ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza >= 340738.2572\n",
       "\n",
       "_C12: ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Doha >= 1663325.629\n",
       "\n",
       "_C13: ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz >= 7655182.066\n",
       "\n",
       "_C14: ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah >= 7655182.066\n",
       "\n",
       "_C15: ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia >= 906806.1535\n",
       "\n",
       "_C16: ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin >= 4004234.195\n",
       "\n",
       "_C17: ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali >= 14820494.3\n",
       "\n",
       "_C18: ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah >= 483276.3919\n",
       "\n",
       "_C19: ShipmentAmount_Port_of_Vienna_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vienna_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr = 897756.3973\n",
       "\n",
       "_C20: ShipmentAmount_Port_of_Antwerp_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Antwerp_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr = 3142147.379\n",
       "\n",
       "_C21: ShipmentAmount_Port_of_Shanghai_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Shanghai_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr = 16877820.21\n",
       "\n",
       "_C22: ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr = 2513717.904\n",
       "\n",
       "_C23: ShipmentAmount_Port_of_Marseille_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Marseille_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr = 4039903.774\n",
       "\n",
       "_C24: ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr = 9785544.696\n",
       "\n",
       "_C25: ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr = 3788531.983\n",
       "\n",
       "_C26: ShipmentAmount_Port_of_Budapest_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Budapest_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr = 1346634.591\n",
       "\n",
       "_C27: ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr = 1256858.952\n",
       "\n",
       "_C28: ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr = 3411474.298\n",
       "\n",
       "_C29: ShipmentAmount_Port_of_Nagoya_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Nagoya_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr = 4039903.774\n",
       "\n",
       "_C30: ShipmentAmount_Port_of_Busan_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Busan_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr = 1975064.067\n",
       "\n",
       "_C31: ShipmentAmount_Penang_Port_Larnaca_Port\n",
       " + ShipmentAmount_Penang_Port_Mina_Salman\n",
       " + ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Penang_Port_Port_of_Umm_Qasr = 1526185.87\n",
       "\n",
       "_C32: ShipmentAmount_Port_of_Manzanillo_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Manzanillo_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr = 1975064.067\n",
       "\n",
       "_C33: ShipmentAmount_Port_of_Rotterdam_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Rotterdam_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr = 1705737.149\n",
       "\n",
       "_C34: ShipmentAmount_Port_of_Gdansk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Gdansk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr = 3052371.74\n",
       "\n",
       "_C35: ShipmentAmount_Port_of_Vladivostok_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vladivostok_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr = 498472.9915\n",
       "\n",
       "_C36: ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr = 243131.0679\n",
       "\n",
       "_C37: ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Mina_Salman\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr = 245927.9741\n",
       "\n",
       "_C38: ShipmentAmount_Port_of_Algeciras_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Algeciras_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr = 1615961.509\n",
       "\n",
       "_C39: ShipmentAmount_Port_of_Bangkok_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Bangkok_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr = 1077307.673\n",
       "\n",
       "_C40: ShipmentAmount_Port_of_Mersin_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Mersin_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr = 1256858.952\n",
       "\n",
       "_C41: ShipmentAmount_Port_of_Immingham_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Immingham_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr = 1795512.788\n",
       "\n",
       "_C42: ShipmentAmount_Port_of_New_York_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_New_York_Mina_Salman\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr = 4708260.278\n",
       "\n",
       "_C43: ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr = 3281771.629\n",
       "\n",
       "_C44: ShipmentAmount_Port_of_Saigon_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Saigon_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr = 1077307.673\n",
       "\n",
       "VARIABLES\n",
       "ShipmentAmount_Penang_Port_Larnaca_Port Continuous\n",
       "ShipmentAmount_Penang_Port_Mina_Salman Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Budapest_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Busan_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hong_Kong_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_New_York_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vienna_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr Continuous"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Constraints\n",
    "for i in supply_points:\n",
    "    prob += sum(X[i][j] for j in plant_locations) == glass_supply[i]\n",
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Status: Optimal\n",
      "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali = 1526185.9\n",
      "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria = 1615961.5\n",
      "ShipmentAmount_Port_of_Antwerp_Port_of_Doha = 292609.59\n",
      "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali = 2849537.8\n",
      "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali = 1077307.7\n",
      "ShipmentAmount_Port_of_Budapest_Port_of_Latakia = 906806.15\n",
      "ShipmentAmount_Port_of_Budapest_Port_of_Mersin = 439828.44\n",
      "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali = 1975064.1\n",
      "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba = 3052371.7\n",
      "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa = 1235365.9\n",
      "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah = 2176108.4\n",
      "ShipmentAmount_Port_of_Hamburg_Czeck_Port_of_Alexandria = 2513717.9\n",
      "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali = 828874.33\n",
      "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah = 4451099.1\n",
      "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah = 4505571.2\n",
      "ShipmentAmount_Port_of_Hong_Kong_Port_of_Jebel_Ali = 3788532.0\n",
      "ShipmentAmount_Port_of_Immingham_Port_of_Haifa = 628853.45\n",
      "ShipmentAmount_Port_of_Immingham_Port_of_Mersin = 1166659.3\n",
      "ShipmentAmount_Port_of_Jawaharlal_Nehru_Mina_Salman = 1089329.2\n",
      "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas = 167529.73\n",
      "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr = 3281771.6\n",
      "ShipmentAmount_Port_of_Manzanillo_Larnaca_Port = 606351.29\n",
      "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza = 340738.26\n",
      "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah = 1027974.5\n",
      "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria = 2060929.6\n",
      "ShipmentAmount_Port_of_Marseille_Port_of_Beirut = 1495697.8\n",
      "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah = 483276.39\n",
      "ShipmentAmount_Port_of_Mersin_Port_of_Mersin = 1256859.0\n",
      "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas = 4039903.8\n",
      "ShipmentAmount_Port_of_New_York_Port_of_Haifa = 4708260.3\n",
      "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin = 243131.07\n",
      "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria = 161482.43\n",
      "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba = 173538.69\n",
      "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha = 1370716.0\n",
      "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali = 1077307.7\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas = 320143.92\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali = 1697684.9\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz = 7655182.1\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh = 3990175.3\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr = 3214634.0\n",
      "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria = 245927.97\n",
      "ShipmentAmount_Port_of_Vienna_Port_of_Mersin = 897756.4\n",
      "ShipmentAmount_Port_of_Vladivostok_Mina_Salman = 498472.99\n",
      "Total kilogram_miles = 434803839953.22003\n"
     ]
    }
   ],
   "source": [
    "prob.solve()\n",
    "\n",
    "print(\"Status:\", LpStatus[prob.status])\n",
    "\n",
    "for v in prob.variables():\n",
    "    if v.varValue > 0:\n",
    "        print(v.name, \"=\", v.varValue)\n",
    "\n",
    "print(\"Total kilogram_miles =\", value(prob.objective))\n"
   ]
  }
 ],
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